{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "ppi: 生产物价（工业产品价格），ppi见底，利空债市，债券熊市要来了\n",
    "\n",
    "ppi 重要组成部分是石油价格\n",
    "\n",
    "逻辑：ppi 降底部，经济预期变好，债券收益率不大概率比不了股票和其他资产收益，所以十年国债收益率上行。\n",
    "\n",
    "ppi 与 债市收益率呈正相关\n",
    "\n",
    "cpi，消费物价（生活用品价格）\n",
    "cpi上涨利空债券市场"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "            商品         日期   今值  预测值   前值    年份  每年平均CPI\n",
      "348  中国CPI月率报告 2025-01-12  NaN  NaN -0.6  2025    0.025\n",
      "349  中国CPI月率报告 2025-02-09  0.7  0.8  0.0  2025    0.025\n",
      "350  中国CPI月率报告 2025-03-09 -0.2 -0.1  0.7  2025    0.025\n",
      "351  中国CPI月率报告 2025-04-10 -0.4 -0.2 -0.2  2025    0.025\n",
      "            商品         日期   今值  预测值   前值    年份  每年平均PPI\n",
      "354  中国PPI年率报告 2025-01-12  NaN  NaN -2.5  2025   -2.325\n",
      "355  中国PPI年率报告 2025-02-09 -2.3 -2.2 -2.3  2025   -2.325\n",
      "356  中国PPI年率报告 2025-03-09 -2.2 -2.0 -2.3  2025   -2.325\n",
      "357  中国PPI年率报告 2025-04-10 -2.5 -2.3 -2.2  2025   -2.325\n"
     ]
    },
    {
     "data": {
      "image/png": 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Xv+Dee+/luuuu02eDDggI4F//+he7d+/mzDPP5O233+bvf/87fn5+DufhiGeffZa5c+fyy1/+kjPPPJMdO3bwwQcf6K/jjDPO4PPPP2fNmjUsXryYNWvW8MUXX+iTirlDbGwsP/74I6GhoVx66aW89dZbvPbaa/os4WlpaTz55JPceuutDBs2jF27dumT2Tnrqquu4quvvtLPL7cLDAxk1apVxMTEcMUVV3DzzTfr77sQQgjPUFRnT5ISQgghhM9avnw5t99++0kTagkhhBBCIz3RQgghhBBCCCGEg6QnWgghhBBCCCGEcJD0RAshhBBCCCGEEA6SRrQQQgghhBBCCOEgaUQLIYQQQgghhBAOkka0EEIIIYQQQgjhID9PV8BdbDYbxcXFhIeHoyiKp6sjhBBCCCGEEMJAVFWltraWYcOGYTJ13d/sM43o4uJiEhMTPV0NIYQQQgghhBAGVlhYSEJCQpf3+0wjOjw8HNBecEREhIdr0zmr1cq6desASE9Px2w2e7hGoieSmfFIZsYjmRmPZGY8kpkxSW7GI5kZT/vMJk2aRHJyst627IrPrBNdU1NDZGQk1dXVXtuIVlWVsrIyAAYPHizDzg1AMjMeycx4JDPjkcyMRzIzJsnNeCQz42mfWWBgIFFRUT22KaURLYQQQgghhBBiwHO0TSmzcwshhBBCCCGEEA7ymXOijUBVVWpqagCIiIiQ4R0GIJkZj2RmPJKZ8UhmxiOZGZPkZjySmfG0z8xR0ojuRzabjezsbAAWLFggEw0YgGRmPJKZ8UhmxiOZGY9kZkzenpuqqrS1tWG1Wj1dFa9htVrZunUrANOnT/e6zAY6s9mMn59fhx832u9nkydPdmg70ojuZ8HBwZ6ugnCSZGY8kpnxSGbGI5kZj2RmTN6aW0tLCyUlJTQ0NHi6Kl5FVVX9XNqDBw9KT7QXCgkJIT4+noCAAP02Z/czmVhMCCGEEEII4TCbzcbevXsxm80MHjyYgIAAaSwKr6eqKi0tLZSVlWG1Whk9ejQmU8cpwhxtU0pPtBBCCCGEEMJhLS0t2Gw2EhMTCQkJ8XR1hHBYcHAw/v7+HDx4kJaWFoKCglzajszOLYQQQgghhHDaib14QhiBOz630hPdj2w2G9u3bwdg0qRJcuAxAMnMeCQz45HMjEcyMx7JzJgkN+NRVZXGxkZA6/WUYe7er/1+lpSU5NBjpBHdj1RVpaKiQr8uvJ9kZjySmfFIZsYjmRmPZGZMkpsxyWzlxtJ+P0tMTHToMfJzVj9SFIVx48Yxbtw4+VXKICQz45HMjEcyMx7JzHgkM2OS3Nzr0UcfRVEUPv/8cwCWLVuGoigsX77crc8TFBREUFAQ33//PcnJyd2WPXDggFuzLS8v5yc/+QmhoaHMmjWLbdu2AbB8+XIURUFRFIKCgpgzZw5ZWVkdHrt8+XKmTJnitroYhSv7mTSi+5HJZGLo0KEMHTpUhuMYhGRmPJKZ8UhmxiOZGY9kZkySW9/Izc0FYMeOHW7b5qJFi/SGqr+/P/7+/h754eOGG27Q16q+7LLLuPTSS2lrawO0UwIqKyvZt28f5557LhdffLEsUYZr+5kM5xZCCCGEEEL0iqqqNLZ6ZhhzsL/Z4Qar2WzWG8/bt2/HbDb3ZdX61b59+/jqq68oLi5myJAh3HvvvTzzzDNs2LAB0F57VFQUUVFRPPLIIzz77LNs3bqVuXPnerjmxuOxRvTRo0eZOXMm3333nT7M4c477+Sll17Sy4waNYp9+/Z5qIbup6oq9fX1AISGhsqwHAOQzIxHMjMeycx4JDPjkcyMyUi5NbZamfCH/3rkuXMfO4eQAMeaNTNmzNAb0bt27WL69On6fdu3b2fJkiXk5OQwb948XnvtNRISEvj++++58cYb+etf/8odd9xBbW0tjz32GLfffjtLlizh1VdfBeCHH37gpptu4tZbb2XZsmX6eewrVqw46XHdefvtt3n66af1etbV1TF48GCys7MZN25cl49bv349I0eOZMiQIYDWaP7Nb37T5TJOZrOZlpYWh943X9Z+P3N07gGPjAs5evQoF1xwAQcOHOhwe1ZWFl9++SWVlZVUVlaSnZ3tier1GZvNRlZWFllZWdhsNk9XRzhAMjMeycx4JDPjkcyMRzIzJsnN/UaPHs2BAwcoLi4mKiqK4OBgQGuonn322Zx11lls27aNxMRELr74Yv19Ly8v55lnnmHlypU89thj3HPPPTQ1NfH8889TWVnJvHnz+Nvf/kZFRQWPP/64Pky6q8d15+KLL2b//v3s3r0bgK+++ooxY8Z024AGKC4uJi4ursNtjzzySIcfCkD7XC1fvhxVVQfkOdAncmU/80hP9NVXX80111yjDy0AaGtrY8eOHSxcuJCwsDCXt221WlFVVf+lzmaz6f9vP8bdPmueyWTq87KqqmKz2bBarQQEBDhUFugwvKSvynb2OrytbE/vuzNlu3p/uivr5+fX4Zffvv6cnPj+eENZo31O/P399ft6es3edIzoTUZGzh4gICAAVVX1uhnpGNFfZb3pc3Li3zOjHSO8IU9PZH/i3zOjHCOM/j2it2X9/E7+uu4NxwhVVfV/iqIQ7G9mx9Kz9ftP/KydeHtnt7laNsjPdNJtnZVVVRWz2UxKSgqff/45aWlplJWVoaoqK1asIDw8nEceeQRVVXnhhReIi4tj48aNgNbIXrZsGRMmTCA1NZU77riDI0eOkJSURFBQEH5+foSEhBAVFUV9fb3+fHV1dbzyyitMnDhRf9zhw4dPmnDMXm9FUYiIiGDx4sV8+OGHPPDAA3z66adcddVVPb4/LS0tJ2XUXk5ODlFRUTQ0NBATE8M777xDZGRkh/enszq5IyNvKwva593edrT/TXO0Ee2RnujXX3+dO++8s8NtOTk52Gw2pkyZQnBwMIsXL6agoKDLbTQ3N1NTU9PhH8C6detobW3VyxUWFmKxWNi7d2+Hx69duxaLxUJzc7N+W3FxMRaLhV27dnUom5GRgcVi6XDi/eHDh7FYLPrEBHaZmZlYLBZqa2v120pLS7FYLOzcuZP09HTS09Mxm81s2rQJi8VCdXW1Xra8vByLxcLWrVs7bHfLli1YLBZ9+nWAyspKLBbLST32OTk5WCwWysrK9NtqamqwWCwnzcK3fft2LBYLpaWl+m319fVYLJYOP3IA7Ny5E4vFQklJiX5bY2MjFouF9evXdyi7Z88eLBYLRUVF+m0tLS1YLBbWrFnToey+ffuwWCwd8rZarVgsFiwWS4cPfn5+PhaLhfz8fP02VVX1su2XFCgoKMBisZx0SsCaNWuwWCwdhq8UFRVhsVjYs2dPh7IbN26kra2NqVOn6gelkpISPc/2NmzYgMVi0YeDwPHs7WvP2WVlZWGxWPTPLUBZWRkWi4WcnJwOZbOzs7FYLFRWVuq3VVRUYLFY2LJlS4eyW7duxWKxUF5ert9WXV2NxWJh06ZNHcp2ln1tbS0Wi4XMzMwOZXNzc7FYLBw+fFi/raGhAYvFQkZGRoeyu3btwmKxUFxcrN/W3NyMxWJh7dq1Hcru3bsXi8VCYWGhfltra6ueZ3t5eXlYLJYOI1hsNptetv0f+Pj4eNra2jh48GCHbdjLeusx4sTPyUA5RpjNZtLT05kxYwbr1q0z1DFi/fr1WCwWfU1QGBjHiM2bN3f4e2akYwRos+FaLBby8vI6bMOXjxE5OTm0tbUxbtw4/e+ZUY4Rdkb8HtHbY0R5eTltbW1ERER0aBx5wzGitbWVhoYGfdIqRVEI8jNha2lCbW0mJMBP/2eytWFracJfUfXbnCkb7G/G1tKEraWpQ1mzasXW0tRhn7U3XOvq6jrUt7m5mZaWFqxWK2lpabz//vuccsopWK1WmpubKSwsJCUlBdA+a21tbQwbNkz/XEVHRzNy5Ejq6urw9/fXn6ulpYW6ujr9GKMoit4h2NTURHR0NGlpafp99ttP1H4bAJdeeikfffQRtbW1fPnll3ojur6+/qSybW1t1NXVERoaSlVVlX57Q0MDp5xyCu+99x4AY8eOJTMzk9zcXPbv388FF1zQoWxzc3OH/cVqtVJXV3fS5GONjY3U1dXp2bcv2/7z21VZm83Wadmmpibq6uo65Gkve2Ke9rLt98Pusu+srP0YajKZ9L9p7f/edMcjjWj7B7S93Nxcxo4dy9tvv822bdvw8/Pj1ltv7XIbTz31FJGRkfo/R9f0EkIIIYQQQgxcaWlpfPvtt3rjFiApKanDjyvNzc2UlJQwYsQIACIiIrrdpslkOqkn15HHdeWCCy5g165dvPXWW6SmpjJq1KgeH5OWlsbu3bv1H+HsHQrDhw8HtFFfycnJ+jnTwnWK2lna/fXkikJ+fn6n66cVFBSQkpJCZWVlpx++5ubmDr/+1tTUkJiYSEVFBVFRUV41FMebhuCdWFaGYXlPWfmcyFDN3mQk2csxQj4nkr0nyvpC9vI5cb5sU1MTeXl5pKSkEBQU5FXDdLsr++ijj3Lw4EGuv/56zjjjDPbv38/Pf/5zbrjhBi6//HLGjh3Lbbfdxg033MCTTz7Jpk2byMzM5Mcff+TGG2/s0Mg2mUzk5+frjexbbrmF5uZm/vSnP7Fjxw4WLVqExWLhpptu0kfIqKqKyWTS3zvQRsakpKR06Mm2l7388sv55ptvePDBB7nvvvt6fM02m43p06czadIkHnvsMV599VXee+899u/fz3vvvccLL7zQYeTJie/P8uXLefHFF/URCt6ep6tlm5qayM/P14fit/+8V1VVER0dTXV1dbc/gHjtEldxcXHYbDZKSko6fQGBgYEEBgaedLvZ3HGK+/YHnBPLnaivyiqKgtlsxmaz6bPsjR8/vtuyzmy3N2U7ex2+XBacy1NRFH241fjx4zGZTH3+OfHGst6aZ2dlbTZbh8za68/9XrJ3vOyJmZ24HW8+RgzUz8mJf888vd+7oyz4dvad/T0zyjHCm8pC/2YP6KcHtN/XvOEYoSiK/q/9bZ3p7HZPlLXfN3nyZCIiIvSGrKIohIeH89///pclS5bw7LPPMm/ePD777LMOeXX3fA8//DA//elPGTFiBImJiZ1OkGwv60i9FUXhqquu4uOPP+bKK690qA5ms5kVK1Zw8803M2nSJNLS0li5cmWHOSwceX8cKevIbd5cFrT3y/43zX5qjb3Xvide0xN93333MXXqVK655hoAvvvuO84880xqa2sJCQnpcVs1NTVERkb2+KuBJ9nPzwFYsGBBlwdL4T0kM+ORzIxHMjMeycx4JDNj8tbc7D159p5ocZz9vFyAsLCwLhtwPbHP8/Daa6+dNF+E6J0TP7/t97PJkycTExNjnJ7oyZMn89BDDzFkyBCsVit33HEH119/vUMNaKNQFIXRo0fr14X3k8yMRzIzHsnMeCQz45HMjElyM6bORss666KLLqKsrIz333/fDTUS3XFlP/OaRvS1117Ljh07uOyyyzCbzVx77bU8+eSTnq6WW5lMJoeHCAjvIJkZj2RmPJKZ8UhmxiOZGZPkZjyKonQYPu2qE2fjF32n/X7Wfsb77ni0EX3iSPKnnnqKp556ykO1EUIIIYQQQgghuuc1PdEDgaqq+jqBwcHBMizHACQz45HMjEcyMx7JzHgkM2OS3Iynq9nehfdqv585Ol2YR9aJHqhsNhsbN25k48aNHRZIF95LMjMeycx4JDPjkcyMRzIzJsnNmBoaGmhoaPB0NYSDXNnPpCe6n/n5yVtuNJKZ8UhmxiOZGY9kZjySmTFJbkL0PWf3M48uceVORljiSgghhBBCCKOTJa6EkXX3+XW0TSnDuYUQQgghhBBCCAdJI1oIIYQQQgjh8x599FEUReHzzz8HYNmyZSiKwvLly/vk+b7//nuSk5O7LXPgwAG3TT72/fffoygKiqLg7+9PWloa//3vf3u8r/3jo6Ki3FIXXyeN6H5ks9nYtWsXu3btkskhDEIyMx7JzHgkM+ORzIxHMjMmya1v5ObmArBjxw63bXPRokUsX75cn+m5sbHR4Zme3SkiIoLKykoKCgq44447uOyyyyguLu7xvoHMlf1MGtH9SFVVDh8+zOHDhz2yUwnnSWbGI5kZj2RmPJKZ8UhmxmSo3FQVWuo988+J98ZsNuuN5+3bt2M2m93+VrS1tdHW1ub27TpCURSioqKIj4/nlltuISUlhR9++KHH+wYyV/Yzme6vHymKwsiRI/XrwvtJZsYjmRmPZGY8kpnxSGbGZKjcWhvgyWGeee4HiiEg1KGiM2bM0BvRu3btYvr06fp927dvZ8mSJeTk5DBv3jxee+01EhIS+P7777nxxhv561//yh133EFtbS2PPfYYt99+O0uWLOHVV18F4IcffuCmm27i5ptv5uWXX9a3u2LFipMe1523336bp59+Wq9nXV0dgwcPJjs7m3Hjxjn11vj5+dHS0uL0fQOJK/uZ9ET3I5PJRFJSEklJSZhM8tYbgWRmPJKZ8UhmxiOZGY9kZkySm/uNHj2aAwcOUFxcTFRUFMHBwYDWUD377LM566yz2LZtG4mJiVx88cX68N7y8nKeeeYZVq5cyWOPPcY999xDU1MTzz//PJWVlcybN4+//e1vVFZW8te//pXAwEAURenycd25+OKL2b9/P7t37wbgq6++YsyYMU43oFevXs2uXbuYN2+eU/cNNK7sZ9ITLYQQQgghhOgd/xCtR9hTz+0gs9lMSkoKn3/+OWlpaZSVlQHw+eefEx4eziOPPALAiy++yODBg9m4cSOgNbJfeeUVJk6cyOjRo7njjjs4cuQII0aMIDg4GD8/P0JCQk6amKu7x3UlIiKCxYsX89FHH/HAAw/w6aefctVVVzn0+qqrq4mKiqKpqYnAwEBefvllUlNTKSoq6vI+4TxpRPcjVVX1IRMBAQHePyxHSGYGJJkZj2RmPJKZ8UhmxmSo3BTF4SHVnpaWlsb777/PokWL+OabbwAoLCwkJSVFLxMUFMTw4cMpKCggLi6O6Oho0tLSAC0LoNPzZ1VV1W9XVdXhx53oyiuv5LnnnuO+++7jyy+/5LHHHnPotYWHh7Nlyxb8/f0ZNmxYh89Md/cNZO33M0fPiZZxIf3IZrOxfv161q9fLzMsGoRkZjySmfFIZsYjmRmPZGZMklvfSEtL49tvv9UbtwBJSUnk5+fr/29ubqa4uFjvMY6IiOh2myaTSW+A1dfXU19f79DjunLRRReRm5vLG2+8QWpqKqNGjXLocSaTieTkZIYPH35SI7m7+wYyV/YzaUT3M/v6bMI4JDPjkcyMRzIzHsnMeCQzY5Lc3M/eeG7fiL7ggguora1l6dKlHDx4kDvvvJPRo0czc+ZMh7Y5atQovv32W0pKSvjuu++wWq29qmNYWBjnnnsu999/v8NDuYXrnN3PZDh3PzKbzZx66qmeroZwgmRmPJKZ8UhmxiOZGY9kZkySW9+YPHkyERERJCcn67eFhYXx3//+lyVLlvDss88yb948PvvsM4cnmnrooYf46U9/SnJyMklJSezcubPXP35cddVVfPzxx1x55ZW92o7oXvv9rKamxqHHKKrXLzrnmJqaGiIjI6murnZ52IQQQgghhBCie01NTeTn55OSkkJQUJCnq+OT8vLysFgsvPbaa6xdu9bT1fEp3X1+HW1TSk+0EEIIIYQQQniRiy66iLKyMt5//31PV0V0QhrR/chms7Fv3z4AUlNTZb0/A5DMjEcyMx7JzHgkM+ORzIxJcjMeVVVpbm4G0NeKdsX27dvdWS3Rjfb7WVxcnEOPkT2xH6mqSnFxMcXFxQ5Pny48SzIzHsnMeCQz45HMjEcy82KtTWBt7fQuyc2YWltbaW3tPFPhfVzZz6Qnuh8piqJPYCCzLBqDZGY8kpnxSGbGI5kZj2TmpWqK4aXpkHomXPX2SXdLbsZkXw9aGIMr+5k0ovuRfW02YRySmfFIZsYjmRmPZGY8kpmXKt4CrQ2wcwWU7oK4cR3ultyMR1EUAgMDPV0N4YT2+5mjs3PLcG4hhBBCCCE8oeHo8eublnusGkII50gjuh+pqkpbWxttbW1yXotBSGbGI5kZj2RmPJKZ8UhmXqqh/Pj1re9Ba2OHuyU341FVtcM/4f1c2c+kEd2PbDYba9asYc2aNdhsNk9XRzhAMjMeycx4JDPjkcyMRzLzUvXteqKbqmHHpx3ultyMqa6ujrq6Ok9XQzjIlf1MGtFCCCGEEEJ4QkOFdhk6WLuUId394ptvvsFkMnHkyBFPV4UDBw64NGmcN70Gd/vf//7H2LFjiYqK4pZbbqGpqQmARYsWoSgKiqIQGxvLL37xi5N+rFi0aBEvvPBCn9dRGtH9yGQysXDhQhYuXCjr/BmEZGY8kpnxSGbGI5kZj2TmpeznRM+6DRQzFGZA6U79bsmtb6xatQpVVVm9enWfbD8sLIywsLA+2bZdX78GTzl48CA/+clPuOuuu9i0aRM7d+7kySef1O9/8sknqaio4Ntvv2Xnzp08/PDDvX5OV/Yz2Rv7kaIomEwmTCaTLFNgEJKZ8UhmxiOZGY9kZjySmZeynxM9ZCKMPVe7nvWGfrcRc2uxtnT5r83W5nDZ1hPWzu6qnCtWr17NokWL+qQBau8ptf/rK335Gjzp9ddf59RTT2XJkiWMGjWKe+65h3/961/6/cHBwURHR5OWlsY999zDypUre/2cruxn0ogWQgghhBDCE+znRIcMghk3ade3/htaGjxXp1560vJkl//+s/0/Hcr+ee2fuyz7bs67Hcq+kPFCp+WcVVZWxtatW7nnnns6NEC///57kpOTWbFiBSNGjCAmJoaXX37Z4fvaUxSFAwcOALB27VqmTp1KSEgIs2bNIjc31+k6O/oa3nvvPebPn6//v6qqiqCgIMrKygDIzMxk9uzZREZGcumll1JdXa2XXbRoEcuXL+e5555jxIgRHRqnn332GWPHjiU0NJQzzjiD4uJi/b5vv/2WlJQU4uPjue+++0hMTGTFihUAvPXWW4wePZrY2FgeeOABhybtWr9+Penp6fr/p06dyrnnnttpWT8/P1paXPshpbekEd2PbDYb+/fvZ//+/TI5hEFIZsYjmRmPZGY8kpnxSGZeSj8nOhZGng5RI6C5GnZ8AkhufeF///sfY8aM4cwzz6S8vJycnBz9vvLycp555hlWrlzJY489xj333KOfj9vdfe3ZG4rNzc1YrVYuv/xyLr30UvLy8li4cCH33ntvn72GCy64gOzsbKqqqgCttzo9PZ3BgwdTVVXFueeey7nnnsu2bduoqanhnnvu6bDdV199ldWrV/Pqq68ye/ZsACorK7nqqqv4/e9/z759+4iLi+OJJ57QX+t1113H0qVLeffdd1m2bBnffPMNp512Gj/++CM333wzzz33HN988w1vvvkm777b8YeRzhQXFxMXF6f/Pzk5mb/+9a8nlauuruaf//wnp556qkvvYXuu7Gd+vX5W4TBVVSksLAQ46Rcr4Z0kM+ORzIxHMjMeycx4JDMv1NYMLbXa9ZAYMJlg+g3wzWOw6Q2Y+jND5vbAgge6vM+kdOy/u2/efV2WVeg4rPa3c37bq3rZrVq1ijlz5hAUFMTUqVNZvXo1p5xyCqDNqv3KK68wceJERo8ezR133KFP3NXdfZ1pbdWGo2dnZxMdHc22bduoqqpi9+7dffYaIiIiOO2001i9ejVXXHEFX3/9NZdddhkAX375Jf7+/jzyyCMoisK9997L9ddf32G7dXV1/PDDDwQEBOi3hYWFcfDgQSIjI8nKyqK+vp7S0lJA6xEvLi7m6quvJiAggIiICMrLyxkzZgxvv/02l1xyCRdeeCEA1113HStWrODaa6/t9rW1trZiNpu7vP/3v/89jzzyCHV1dZx66qm8/vrrLr2H7bXfz2JiYhx6jDSi+5GiKCQmJurXhfeTzIxHMjMeycx4JDPjkcy8kP18aMUMQVHa9SnXwndPQlEmVB5EiUw0XG4B5oCeC/Vx2e6sXr2ao0eP8sknn9DQ0EBUVBR33303gH6uLaA3JO09y93d115DgzYU39/fH5PJxPPPP88///lPRo4cSWJiIlartU9fw+WXX85XX33FFVdcwerVq/Ve46KiIsrKyoiOjga03tfa2lqampoICgoCYMmSJR0a0PbX+H//93+sWLGC8ePHEx4err+GQYMGER0dzfr160lISKC6uprU1FT9+b777juioqIAaGlp0d+/7kRFRek96QBZWVmceuqp1NfXA3Dffffx85//nEGDBhEeHu7iO9iRK8dHaUT3I5PJxKhRozxdDeEEycx4JDPjkcyMRzIzHsnMC7U/H9r+xT18CMSMgqO7ofIApugRkpsb5ebmcujQITIyMhgyZAg//vgjS5Ysobm5GYCIiIguH9vVfYqidBgCvHnzZgACAwP54Ycf+Mc//sHOnTuJi4tj5cqVbNq0qc9eQ2BgIBdddBGPPPIIOTk5JCUlER8fD0BCQgLTp0/nP//RzktXVZXq6mr8/f31bYeGhp70fO+99x4ZGRkcPHiQsLAwli1bxvvvvw9AW1sbU6dO5bzzzqOtrY2nn36awYMH68932223cddddwFaD7MjQ6WnTJlCVlaW/v/9+/frrwG0nmJ3j8pof3ysqalx7DFurYEQQgghhBCiZ/ae6NDYjrdHHGsw1BQj3GvVqlWkpqYye/ZskpOTueSSS2htbWXNmjUub3P48OGUlJRw8OBBGhoaeOSRR/T7amu14fpVVVWsXbuWu+++26HJtXrzGmJiYhg3bhxPPfUUl19+uf64888/n4KCAjZu3EhwcDAffvghixcv7rE+tbW1qKpKRUUFX331FY8//rj+mO+++46qqiqysrIoKCjQG8wA119/PZ999hmHDx/Gz8+PBx98kAcffLDH13fbbbfx8ccf895777Fr166TXoe3kEZ0P1JVFZvNhs1m6/UOJPqHZGY8kpnxSGbGI5kZj2TmheyN6JBBHW+PGK5d1hyS3Nxs9erVnH766fr/w8PDmTVrFqtWrXJ5m6mpqfzmN79h3rx5zJ8/nzvvvBPQ9rlzzjmHxYsXM23aNJYsWcItt9xCcXFxt+dSu+M1XHbZZfzrX//i0ksv1W+LiopixYoVPPvss4wcOZIPPviAFStW4OfX/cDkG264geTkZMaPH8/SpUu57bbb2LlzJ01NTcybN4/S0lLmz59PfHw8ERERPP744wAsWLCApUuXct111zF+/HhaWlpYtmxZj69v5syZvPPOOzz00EPMnTuXOXPm8Oijjzr5LjnHlf1MUX1kj6ypqSEyMpLq6upuh2J4ktVqxWKxANoHq7uT5oV3kMyMRzIzHsnMeCQz45HMvNCGV+Gr+2HCT+DKN4/f/u0T8OOfYebNWBf/yStza2pqIj8/n5SUFP18WqFRVZW6ujpAm5TLKOeyu+Lhhx+mqKiIP/7xjwQEBPDNN9/wq1/9ivLyck9XrVsnfn7bHx8nT55MTExMj21KOSdaCCGEEEKI/tb+nOj2IoZplzKcW3i5iy++mNtvv50xY8bQ2trKmDFj+Nvf/ubpavULn2tEW61WVFXVf/Wxd8srioLJZOpQDrQTyfu6rH2IgKqq+gLoJpOp27JAh18b+6psZ6/D28r29L47U7ar96ersqqqMnfuXEwmk357X39OTnx/vKGskT4nJpOJ9PT0Tofj9Od+L9k7V3b+/PmoqoqqqlitVsMcIwbq5+TEv2dGOkb0ZUbenH1nf8+MdIzoTVmvPUbUl2vnVR47J1ovGz5MW9yp5hAAc+fO9cpjhP2Y3f57d/u/ve17YDu73dvKuvP5wsLC9Nt95f3prOz06dPJyMg4qWx73lTfE2+3Wq1YrVYURdH/ptnPY++JzzWi161bx1lnnaVPz15YWEh+fj7x8fGMHTtWL7d27VpsNpu+xhpoi3vbFxGfMGGCXjYjI4PW1lZmzpypz1p3+PBh9uzZQ2xsLJMmTdLLZmZm0tTUxLRp0/QhAKWlpezcuZPo6GgmT56sl920aRMNDQ1MmTJFn/69vLyc7du3ExERwbRp0/SyW7Zsoba2llNOOYVBg7RfLCsrK9m2bRthYWHMmDFDL5uTk0NVVRUTJkzQFyuvqakhOzub4OBgffF0gO3bt1NRUcG4ceMYOnQoAPX19WRlZREQEEB6erpedufOnZSVlTF69GiGD9fO12lsbGTjxo34+fnpHz6APXv2cPjwYUaOHElSUhKgTW2/fv16FEXpsDD6vn37KC4uJjk5WZ9tz2q16hMkLFy4UP/A5+fnU1hYSGJioj6Lnqqq+hCM+fPn6+d2FBQUcODAAYYNG8aYMWP051uzZo3+ZSIwMBDQpuHPy8tj6NChjBs3rkP2bW1tzJo1S5+9sKSkhL179zJ48GAmTpyol92wYQMtLS3MmDGDsLAwPftdu3YRExPTYVr/rKwsGhsbmTp1KpGRkYC21l5ubi5RUVFMmTJFL5udnU1dXR1paWn62nUVFRXk5OQQHh7O9OnT9bJbt26lpqaGSZMmERur/VGurq5my5YthISEMGvWrA7ZV1ZWMn78eIYMGQJoB47NmzcTFBTEnDlz9LK5ubkcPXqUMWPGMGyY9gt5Q0MDmZmZ+Pv7M2/ePL3srl27KC0tJTU1lYSEBACam5vJyMjAZDKxcOFCvezevXspKSkhJSWFESNGANrsjevWrQNg0aJFetm8vDyKiopISkpi5MiRgPZF5MRhboqiUFRUREFBAQkJCfpSC4BeNj09XY4RXnaM8PPzo7m52XDHiPXr1+vHiJCQEGBgHiN27NhhmGMEwIEDBwbcMWLr1q2GPkaAMb9HdHuMONLIRNB7ovVjRGIMYQA1xZSVlXntMaK1tZWGhgb8/Pz070g2m42GhgYURdGPc6ANn21rayMwMFDft5wpq6qqvsRR+2WNmpubaW1tJSAgQM/CmbJAh6HXdi0tLbS0tODv799huLq9bGhoqP6ZOrGs/fbOyra2ttLc3Iyfnx/BwcH6duvr61FVlZCQEP045UzZtrY2mpqaMJvN+ucMtOOwzWYjODhY/1zby5pMpg6zcXdW1mq10tjYeFLZxsZGrFYrQUFBevb2sifm2VlZVz4nJ+ZpL+tq9qqqsmnTJmw2GwsXLtRf88GDB3GETCwmhBBCCCFEf2vSGlknDecO136MoL4M2lr6t05CCIf43MRiFRUVREVFeeUwLJvNxqFD2tCcpKQkfWjBQBiq2ZuynhyG1draSkFBASaTiREjRnQ5bNHZ7XrDMCxf/ZzYbDYOHDiAqqqMGDGiw6yTvjxU08jZg9bjo6oqCQkJmEwmwxwjBurn5MS/Z/b7jHCM6MuMvDn7zv6eGeUYYeTvEd2WfWU+pqO5cN2nMOq042UVBeWPQ8HaTNuvN3GwRkFRFJKTk/Vte/oY0dTURF5enj4xkzcN03W1rLueT1VVWlpaUFWVgIAAFEXx2tc8UMvaJxZLSkrSRxoUFhYC2nrggwYNGngTi9mHc9q1P5CdWO5EfVVWUZQOQ8gAEhMTeyzrzHZdLdvZ6/DlsuBcniaTSd+p7F8U++Nz4m1lvTXPzsqqqkpBQQGAPqzPrj/3e8ne8bJWq1U/NiYlJZ1U3puPEQP5c+Lq3zNPHyO6Kgu+nX1nf8+McozwprLgxuwby7TLY+dEdygbMQwq81Fqj1BY2Aqgn9LQ1Xb7+xhhbxy2/97d/vqJZR25zZvLOrONlhZtBEFgYOCAeX+MVha0z7vZbO7wPaT9KTPd8blGtDdTFEU/V6yrMIV3kcyMRzIzHsnMeCQz45HMvIzNBg0V2vWQ2JPvjxh+rBFdzLBh2pd6yc047Of+CmNw5fgojeh+ZDKZOkxMIbyfZGY8kpnxSGbGI5kZj2TmZZqqQNWGThMSc/L9x5a5MtWVMGbyFf1XL9FriqLI2tkG0/74WFNT49hj+rJCQgghhBBCiBPYe6EDI8Av8OT7I+K1S1kruk988803mEwmjhw54umqcODAAZdGGXjTa3CnG2+8UT9NIDIykssuu0x/jd3d1/7xv/3tb/u8ntKIFkIIIYQQoj81HNUuO+uFBm04N+hrRQv3WrVqFaqqsnr1ak9XxWW+8Bq6smTJEiorK8nMzMRqtbJkyRKH7utP0ojuR1arlR9++IEffvhBn/1QeDfJzHgkM+ORzIxHMjMeyczLNJRrl52dDw36cG5rzWHj5WZt6fqfrc2Jsq2OlXXB6tWrWbRoUZ80QFVVpba2ltra2pNm/3anvnwNnhYYGEhUVBRjxozh4Ycf5uuvv9ZniO/uPle5cnyURnQ/U1W1T3co4X6SmfFIZsYjmRmPZGY8kpkXqbf3RA/q/P5jjWhqSoyX244nu/538D8dy+78c9dlD7zbsezuFzov56SysjK2bt3KPffc06EB+v3335OcnMyKFSsYMWIEMTExvPzyyw7f115ERAQHDx4EYO3atUydOpWQkBBmzZpFbm6u03V29DW89957zJ8/X/9/VVUVQUFBlJVpM8FnZmYye/ZsIiMjufTSS6murtbLLlq0iOXLl/Pcc88xYsQIVq5cqd/32WefMXbsWEJDQznjjDMoLj5+msG3335LSkoK8fHx3HfffSQmJrJixQoA3nrrLUaPHk1sbCwPPPCAS59jPz8/rFZrpw3l7u5zlrP7mTSi+5HJZGLu3LnMnTu3y6UQhHeRzIxHMjMeycx4JDPjkcy8jL0nOrSrnmhtOLeprpi5s2ZKbm70v//9jzFjxnDmmWdSXl5OTk6Ofl95eTnPPPMMK1eu5LHHHuOee+6hqampx/s6ExISgs1m4/LLL+fSSy8lLy+PhQsXcu+99/bZa7jgggvIzs6mqqoK0Hqr09PTGTx4MFVVVZx77rmce+65bNu2jZqaGu65554O23311VdZvXo1r776KrNnzwagsrKSq666it///vfs27ePuLg4nnjiCUBreF533XUsXbqUd999l2XLlvHNN99w2mmn8eOPP3LzzTfz3HPP8c033/Dmm2/y7rsn/DDSg6amJpYtW0Z6ejp+fn4O3+csV46PMjt3P1IUhcDATiaPEF5LMjMeycx4JDPjkcyMRzLzMvpw7i7OiQ4dDCY/FFsbgW3VEDKs/+rWWxMf6Po+5YQGyvj7uil7wmRbY3/rcpXaW7VqFXPmzCEoKIipU6eyevVqTjnlFADq6up45ZVXmDhxIqNHj+aOO+7QJ67q7r6O1dbqbTKZUBSF7OxsoqOj2bZtG1VVVezevbvPXkNERASnnXYaq1ev5oorruDrr7/msssuA+DLL7/E39+fRx55BEVRuPfee7n++us7bLeuro4ffviBgIAA/bawsDAOHjxIZGQkWVlZ1NfXU1paCmg94sXFxVx99dUEBAQQERFBeXk5Y8aM4e233+aSSy7hwgsvBOC6665jxYoVXHvttT2+vldeeYXly5dTW1vL5MmT+fe//+3Qfa5qf3xsbm526DHSiBZCCCGEEKI/9XROtMkMYUOhpkiboTvCQI1oc0DPZfq6bDdWr17N0aNH+eSTT2hoaCAqKoq7774bgOjoaNLS0gD0hqR9iG9397XX0NCgXzeZTDz//PP885//ZOTIkSQmJrrl3PbuXsPll1/OV199xRVXXMHq1av1XuOioiLKysqIjo4GwGazUVtbS1NTk74k15IlSzo0oO2v8f/+7/9YsWIF48ePJzw8XH8NgwYNIjo6mvXr15OQkEB1dTWpqan683333XdERUUB0NLSor9/PfnZz37GH/7wByIjI/X6OnJff5JGdD+y2WwUFRUBkJCQIMNyDEAyMx7JzHgkM+ORzIxHMvMyPZ0TDRAxDFvNIYrydoMtTnJzg9zcXA4dOkRGRgZDhgzhxx9/ZMmSJXrvY0RERJeP7eo+RVE6nJOblZUFaD2a3333Hf/4xz/YuXMncXFxrFy5kk2bNvXZawgMDOSiiy7ikUceIScnh6SkJOLjteXSEhISmD59Ov/5j3ZeuqqqVFdX4+/vr287NDT0pOd77733yMjI4ODBg4SFhbFs2TLef/99ANra2pg6dSrnnXcebW1tPP300wwePFh/vttuu4277roLgNbWVofPXY6IiDjpPHNH7nNV++Njd5+B9mRP7EeqqpKXl0deXp6xJogYwCQz45HMjEcyMx7JzHgkMy/T0znRABHDUFHIKyiR3Nxk1apVpKamMnv2bJKTk7nkkktobW1lzZo1Lm9z+PDhlJSUcPDgQRoaGnj00UcBrdFYW1sLaBN8rV27lrvvvrvXOfb0GmJiYhg3bhxPPfUUl19+uf64888/n4KCAjZu3EhwcDAffvghixcv7rE+9lnGKyoq+Oqrr3j88cf1x3z33XdUVVWRlZVFQUGB3mAGuP766/nss884fPgwfn5+PPjggzz44IO9eu19xZXjozSi+5GiKAwdOpShQ4e6tKi66H+SmfFIZsYjmRmPZGY8kpmXaXCkJ3o4CipD/WokNzdZvXo1p59+uv7/8PBwZs2axapVq1zeZmpqKr/5zW+YN28e8+fP58477wS0maMXL17M4sWLmTZtGkuWLOGWW26huLi403Op3fkaLrvsMv71r39x6aWX6rdFRUWxYsUKnn32WUaOHMkHH3zAihUrepyU64YbbiA5OZnx48ezdOlSbrvtNnbu3ElTUxPz5s2jtLSU+fPnEx8fT0REBI8//jgACxYsYOnSpVx33XWMHz+elpYWli1b5vLr7kuuHB8V1Ud+1qqpqSEyMpLq6mqHu+GFEEIIIYTod08Oh5Y6uGMzDBrVeZl1L8OqB2HS5XD5P/u3fj1oamoiPz+flJQU/XxaMfA8/PDDFBUV8cc//pGAgAC++eYbfvWrX1FeXu7pqnWru8+vo21KOSdaCCGEEEKI/tLapDWgocdzogFtYjEhvNDFF1/M7bffzpgxY2htbWXMmDH87W9/83S1+oU0ooUQQgghhOgv9qHcJj8Iiuy6nN6IPtT3dRLCBTNmzCAjI8PT1fAIaUT3I6vVyvr16wGYO3cuZrPZwzUSPZHMjEcyMx7JzHgkM+ORzLyIvrzVoJPXQm4vYhhWTKyviQeLhbnp6ZKbAaiqSl2dNtIgLCxMzmU3gPbHx4kTJzr0GGlE97O2tjZPV0E4STIzHsnMeCQz45HMjEcy8xL68lbdzMwN2jrRKLTZFGis7fNqucJHplYSA0xnn1tnj4/SiO5HJpOJWbNm6deF95PMjEcyMx7JzHgkM+ORzLxIQ4V2GRLTfTm/AEyhscyqz4bRg70qN/vawg0NDQQHB3u4Nt4nJCTE01UQ3WhoaACOf47bHx9bW1sd2oY0ovuRoiiyUxmMZGY8kpnxSGbGI5kZj2TmReznRHe3RvQxSuQwQuqPQMvR7od+9zOz2UxUVBSlpaWA1miUYcvC26mqSkNDA6WlpURFRemnR7Q/PtbU1Di0LWlECyGEEEII0V/0c6J7bkQTMRyKs71ycrGhQ4cC6A1pIYwiKipK//y6ShrR/chms1FSUgJAfHy8Vw3LEZ2TzIxHMjMeycx4JDPjkcy8iH5OdDfLWx1jC4unhKFw6BDx021elZuiKMTHxxMXF+fwENiBwGazUVZWBsDgwd41DF9oQ7hPnKCv/fExNDTUoe1II7ofqarK3r17AXr964foH5KZ8UhmxiOZGY9kZjySmRex90Q7MJxbDY9nLylQUstQL53Ey2w2y6zh7VitVvLz8wFISEiQ98YA2h8fJ0+e7NBjpBHdjxRFYfDgwfp14f0kM+ORzIxHMjMeycx4JDMvog/n7mFiMUCJGM5gykEtk9wMQvY143ElM2lE9yOTyeTw2mPCO0hmxiOZGY9kZjySmfFIZl7EiXOiTVHDmcgesKogw4INQfY142mfmaMTi8neKIQQQgghRH9x4pxoIoZplzXF4KXDuYUYiKQRLYQQQgghRH+w2aDx2DrRDpwTrTeiW+uhqbrv6iWEcIoM5+5HVquVDRs2ADB79myZaMAAJDPjkcyMRzIzHsnMeCQzL9FUBapNux7c8znRVlMAG/znQ2sjsyuLMAdH9Wn1RO/JvmY87TMbP368Q4+RRnQ/a2lp8XQVhJMkM+ORzIxHMjMeycx4JDMvYD8fOjAS/AIcekhLwCBoLdWGdA+b1IeVE+4i+5rxOJuZNKL7kclkYsaMGfp14f0kM+ORzIxHMjMeycx4JDMvoZ8P3XMvNBzLLa4V8rdiqi/pw4oJd5F9zXjaZ2a1Wh16jDSi+5GiKISFhXm6GsIJkpnxSGbGI5kZj2RmPJKZlzi6R7uMTHCouKIohMXEQX4D1Eoj2ghkXzOe9pnJ7NxCCCGEEEJ4k4PrtMukOY4/JmK4dllzyP31EUK4RHqi+5HNZqO0tBSAuLg4GeJhAJKZ8UhmxiOZGY9kZjySmZewN6JHpDtU3GazUWqLAQYTV10svV8GIPua8bTPLCgoyKHHSCO6H6mqyq5duwAYPHiwh2sjHCGZGY9kZjySmfFIZsYjmXmBqgKoLgCTHyTOdughqqqyq9IEpDK4RoZzG4Hsa8bTPrPJkyc79BhpRPcjRVGIiYnRrwvvJ5kZj2RmPJKZ8UhmxiOZeYGD67XL+CkQEOrQQxRFISZuGFCJUnOkz6om3Ef2NeNxJTNFVVW1LyvVX2pqaoiMjKS6upqIiAhPV0cIIYQQQojjVtwJm9+E9Dvh7Mcdf1xTDTydqF1/oNjhBrgQwnmOtillkL4QQgghhBB9TT8fep5zjwuKgIBw7boM6RbCK0gjWgghhBBCiL5UVwrlewEFkhw7H7qDqGM90fYlsoQQHiXnRPcjq9VKVlYWADNmzMBsNnu4RqInkpnxSGbGI5kZj2RmPJKZhx1cq10OmQTB0Q4/TM8tYAEz2IW5YD2MO6+PKincQfY142mf2ZgxYxx6jMd6oo8ePUpKSgoHDhzQb9u+fTszZ84kOjqa++67Dx85XbuDxsZGGhsbPV0N4QTJzHgkM+ORzIxHMjMeycyDnFzaqr3GxkYaw5I6bkd4NdnXjMfZzDzSE3306FEuuOCCDg3o5uZmLrzwQs455xz+/e9/c+edd7J8+XJuuukmT1SxT5hMJqZOnapfF95PMjMeycx4JDPjkcyMRzLzMBcb0Xpu1UMw7XoQSrZAcx0Ehrm/jsItZF8znvaZOcojjeirr76aa665hg0bNui3ffXVV1RXV/Pcc88REhLCk08+ya9//WunG9FWqxVVVfXpyW02m/7/9h9kq9UKaG9aX5dVVRWbzQZAZGSkw2XbD//oq7KdvQ5vK9vT++5M2a7en67K2mw2wsLC+v1z0h/Z++rnRFEUwsPDUVW1w7Ggq9fsbceIgZp9ZGSkIY8RA/lz0v7vmZGOEc6+795Q1l378ol/z4x0jOhNWY8fIxoqMB3ZgQIwIt3p7MPCwlDCx6JEJmnrTBdlYk1e6HBG3nA88YXPSVev+cSyiqIQGRmJ1WrFZrMZ5hgx0LO3/02rqqrCER5pRL/++uukpKTwm9/8Rr9t69atzJkzh5CQEADS0tLIzc3tchvNzc00Nzfr/6+pqQFg3bp1nHXWWQQEBABQWFhIfn4+8fHxjB07Vi+/du1abDYbc+bMISgoCIDi4mL27dtHXFwcEyZM0MtmZGTQ2trKzJkzCQ3VlhU4fPgwe/bsITY2lkmTJullMzMzaWpqYtq0afq06KWlpezcuZPo6OgOC3hv2rSJhoYGpkyZQlRUFADl5eVs376diIgIpk2bppfdsmULtbW1nHLKKQwaNAiAyspKtm3bRlhYGDNmzNDL5uTkUFVVxYQJE4iLi9Pfn+zsbIKDg5k9+/iEFtu3b6eiooJx48YxdOhQAOrr68nKyiIgIID09OO/mO7cuZOysjJGjx7N8OHDAW3ow8aNG/Hz82P+/Pl62T179nD48GFGjhxJUpI2BKmlpYX169ejKAqnnnqqXnbfvn0UFxeTnJxMcnIyoO2ca9asAWDhwoX6Dpqfn09hYSGJiYmMGjUK0HYCi8UCwPz58/Hz0z7WBQUFHDhwgGHDhnU4v2HNmjWoqsrcuXMJDAwEoKioiLy8PIYOHcq4ceP0suvXr6etrY1Zs2bpn82SkhL27t3L4MGDmThxol52w4YNtLS0MGPGDMLCwvTsd+3aRUxMDGlpaXrZrKwsGhsbmTp1qr7TlpWVkZubS1RUFFOmTNHLZmdnU1dXR1pamr6GXUVFBTk5OYSHhzN9+nS97NatW6mpqWHSpEnExsYCUF1dzZYtWwgJCWHWrFkdsq+srGT8+PEMGTIEgNraWjZv3kxQUBBz5szRy+bm5nL06FHGjBnDsGHDAGhoaCAzMxN/f3/mzTs+0+iuXbsoLS0lNTWVhIQEQNtfMzIyMJlMLFy4UC+7d+9eSkpKSElJYcSIEQC0traybp32i/2iRYv0snl5eRQVFZGUlMTIkSMB7aBoz37BggX6AfPAgQMUFBSQkJBAamqqvg172fT0dDlGyDFCjhFyjJBjhBwjgH44RhzeySwCCRmUCGFxlBw65NoxYkQ6bCuAg2vJOhoixwjkGCHHCPcfI9qPlO6OR8YYpKSknHRbTU1Nh9sVRcFsNlNZWdnpNp566ikiIyP1f4mJiX1WX3dRVZXS0lJKS0t98nxvX6SqKvX19Rw9elQyMwhVVamqqqK+vl4yMwj7sbGsrEwyMwj5e2Y89r9n5eXlkll/qy7ULl04H9qeW01NDWrSXO1GOS/aq9mPj/I9xDhc+ZumqB5MV1EU8vPzSU5O5ne/+x2tra0899xz+v2JiYlkZGTov0S011lPdGJiIhUVFURFRXnlMCyr1ar/MrZgwQL9MTLEwnuHYbW0tLBmzRoURWHhwoWYzWYZiuPlnxOr1cqPP/6IqqosWLAAf3//bl+zNx0jepORkbO39wKpqsq8efMwm82GOUYM1M/JiX/P7Dka4RjRlxl5c/ad/T0zyjHCyN8jrFYr/PNsTMVZKJe8BpOvcmq7ra2tWCwWLbcJwzC/MgvMgVjvywf/IK89RvRlnt5+jLBarVgsFmw2G/Pnz8ff398Qx4iBnL2qqnqv9CmnnEJsbCzV1dV6T39nvGaJq5iYGLZv397httraWn2oxIkCAwP1ITTtmc1mPUzo+oT+zqab76uy9l51QB9K4UhZZ7bratnOXocvlwXn87QPfXL3dk/U39n78uckOjq608f0534v2Tte1mq16sfGExvQ/VWH9ry1rLd9Ttr/PfOG/V6y77nsiX/PjHKM8Kay4GSebY1Qkq3951hPtLPb1XMbNApC46C+FPORrSf1bHvbMeLE12H0suB49u3/pvVHu0Sy713Z9t9DunrfT3q8t/REf/vtt9x6663s27cP0M5ZmTBhAnV1dZ2+GSeqqakhMjKyx18NhBBCCCGE6Bf7v4W3L4HIJLgrp/fbe/8GyP0UTn8IFt7X++0JITpwtE3pkXOiO7Nw4UJqamp44403AHjyySc588wzHWpACyGEEEII4XV6sT50p0bM67hdIYRHeM1wbj8/P/7xj3/w05/+lPvuuw+TycT333/v6WoJIYQQQgjhGrc3oo9tp2ADWNvA7DVf5YUYUDy65504kvyiiy5i//79bNq0iTlz5ujTq/sKq9VKdrZ2XszUqVOll90AJDPjkcyMRzIzHsnMeCQzD2htgqIs7fqIed2X7cJJucVNgKAoaKqCw1th+HT31FW4jexrxtM+M/vSdz3xup+vhg4dyvnnn+/pavSZuro6T1dBOEkyMx7JzHgkM+ORzIxHMutnxZvB2qxNBjbIsS/mnemQm8mk9UbvXqn1cksj2ivJvmY8zmbmdY1oX2YymUhLS9OvC+8nmRmPZGY8kpnxSGbGI5l5wJ6vtcsR6dBuhmZndJpb+0Z0+h3uqKlwI9nXjMeVzKQR3Y8URTlpeQnh3SQz45HMjEcyMx7JzHgks35WfxQy/6ldP+VylzfTaW7286IPrgObTeudFl5D9jXjaZ9ZTU2NQ4+RvU4IIYQQQgh3WvsCtNRB/GQYd4F7tz10MviHaudFl+1077aFEA6RRnQ/UlWV8vJyysvLT5pUTXgnycx4JDPjkcyMRzIzHsmsH9Ueho2va9dPf9jlodzQRW5mP0iarV2Xpa68juxrxuNKZtKI7kc2m42cnBxycnKw2Wyero5wgGRmPJKZ8UhmxiOZGY9k1o8sz0JbEyTOhtQze7WpLnPTh3Sv7dX2hfvJvmY8rmQm50T3s/DwcE9XQThJMjMeycx4JDPjkcyMRzLrB1UFkPWGdv30h3rVC23XaW72JbMOrgNVdcvzCPeRfc14nM1MUX1knEFNTQ2RkZFUV1cTERHh6eoIIYQQQoiBZsUdsPktSF4AN37Rd8/T2gRPJ2lLaN2+CWJT++65hBhAHG1TynBuIYQQQggheqt8P2S/q10//aG+fS7/IEiYoV3f/03fPpcQ4iTSiBZCCCGEEKI7h7dDQ0X3ZX74E6hWSD0Lkub0fZ3GX6hd/vgXaHJsWR4hhHtII7ofWa1WNm/ezObNm7FarZ6ujnCAZGY8kpnxSGbGI5kZj2TWC6W74O/z4OWZcGDNyffbbPD907Dt39r/T3/QbU/dbW4zfgExo6C+FH78s9ueU/SO7GvG40pm0ojuZzU1NQ4v4i28g2RmPJKZ8UhmxiOZGY9k5qIj27XLhqPw5kWw4VVtMi/QeqffuwK+f0r7f/qdMGyqW5++y9z8AmDxsefNeAWO7nPr8wrXyb5mPM5mJrNz9yOTycSkSZP068L7SWbGI5kZj2RmPJKZ8UhmvVBzSLv0D4XWevjqfijeAtNvgI9ugeoC8AuGC1+AyVe79al7zG3MOdrw8X2r4b+/h5994NbnF86Tfc14XMlMZucWQgghhBCiK1/9Djb8Heb9BkLjYPXDoLZbSzZmJFz5Ngyd5Jn6Hd0Ly+aArQ2u+QDGnO2ZegjhA2R2biGEEEIIIXrL3hMdkQDpt8N1n0BwjHbb2PPhlu8814AGiB0Ns5do11c9BNY2z9VFiAFChnP3I1VVqa6uBiAyMhJFUTxcI9ETycx4JDPjkcyMRzIzHsmsF2qKtcuIYdrlyEXwqwwozYWUU6EPh+w6nNvC+2DLu3B0N2x5B6bf2Gd1Et2Tfc142mfmaF7SE92PbDYbW7ZsYcuWLdhstp4fIDxOMjMeycx4JDPjkcyMRzLrBXsjOnL48dvCh8Co0/q0AQ1O5BYcBQvv165/9yQ01/VpvUTXZF8zHlcyk0Z0PwsJCSEkJMTT1RBOkMyMRzIzHsnMeCQz45HMXGBthdrD2vWI4d2X7SMO5zbzZohOhrojsP5vfV4v0TXZ14zH2cxkYjEhhBBCCCE6U1UIL0wCkz88VNrnPc+9tv0j+PDn2kzid2ZrPeZCCIfJxGJCCCGEEEL0hn4+dLz3N6ABJl4Kw6ZpS3H98LSnayOEzzLA0UAIIYQQQggPaD8ztxEoCpz9hHZ905tQtsez9RHCR0kjuh9ZrVa2bt3K1q1bsVqtnq6OcIBkZjySmfFIZsYjmRmPZOYivRE9zCNP71JuyfNg7HmgWuF/j/Zp/cTJZF8zHlcykyWu+lllZaWnqyCcJJkZj2RmPJKZ8UhmxiOZueDE5a08wKXcznwU9nwNu7+EfAukLHB7vUTXZF8zHntmSUlJDpWXRnQ/MplMjB8/Xr8uvJ9kZjySmfFIZsYjmRmPZOYivSfaMzNzu5zb4LEw7QbY9AZ8dDPc+p1HfwgYSGRfMx5XMpPZuYUQQgghhOjMP86Eoky48m2YcJGna+Ocphr459lQthPip8BNX0GALLskRHdkdm4hhBBCCCF6wz6cO9IzPdG9EhQB1/wbQgZByRb49Jdgs3m6VkL4BGlE9yNVVampqaGmpgYfGQDg8yQz45HMjEcyMx7JzHgkMxdY26C2RLvuoeHcvc4tOhmuekdb5zr3U/jxT+6uojiB7GvG40pm0ojuRzabjc2bN7N582Zs8kugIUhmxiOZGY9kZjySmfFIZi6oOwKqDUx+EDrYI1VwS24j0uGC57Tr3z8FOz5xXwXFSWRfMx5XMpOJxfpZUFCQp6sgnCSZGY9kZjySmfFIZsYjmTnJPpQ7PB5MZo9Vwy25TbseSndBxt9gxW9g3AVg9u/9dkWnZF8zHmczk4nFhBBCCCGEONGOT+GDGyBxDvziv56uTe/ZrPBUArQ2wO1ZEDva0zUSwuvIxGJCCCGEEEK4ygvWiHYrkxkGpWrXj+7xbF2EMDhpRAshhBCeZm2DFXfCj38Ba6unayOEgHZrRPtIIxogdox2KY1oIXpFzonuRzabjdzcXAAmTJggC7AbgGRmPJKZ8UhmwIEfYfOb2vVdX8Jl/4BBozxbp25IZsYjmblAb0R7bnkrt+emN6L39bJmoiuyrxlP+8wSEhIceow0ovuRqqocPXpUvy68n2RmPJKZ8UhmwKFNx68Xb4a/z4fFT8G0G0BRPFevLkhmxiOZucALhnO7PTf7edDSE91nZF8znvaZDR/u2I9m0ojuR4qiMGbMGP268H6SmfFIZsYjmQGHsrXLubfD4W2Q/yN8/hvYuxou/CuEDvJs/U4gmRmPZOYCeyM60rGeqb7g9tzaD+dWVa/8kc7oZF8zHlcyk9m5hRBCCE9SVXh2rLYm7U1fQ+JsWP8yfPMY2Fohfgrc9oOnaynEwGKzwuODQbXC3Tt957zo1kb4Yzygwr37IMwz618L4a0cbVP6XE+01WpFVVX9VwSbzab/v/05CVarFQCTydTnZVVV1RfuNpvNXlW2s9fhbWV7et+dKdvV++MNZeVz0refk65eszeUlewH+DGiqgilrhSTYob4NDCZsM75NYxYiOmfp6GUbIHaw6hhQ+Rz0ouyXpm9HCO8IvtOy9aVYlNtqIo/SsjgDjPxGvpz4h8MUUmoVQexHdkFwTHyOZFjRJ+WNWL2jvC5RvS6des466yzCAgIAKCwsJD8/Hzi4+MZO3asXm7t2rXYbDbmzJmjL65dXFzMvn37iIuLY8KECXrZjIwMWltbmTlzJqGhoQAcPnyYPXv2EBsby6RJk/SymZmZNDU1MW3aNP3Xi9LSUnbu3ElUVBSjR2vnooSEhLBp0yYaGhqYMmUKUVFRAJSXl7N9+3YiIiKYNm2avt0tW7ZQW1vLKaecwqBB2rC+yspKtm3bRlhYGDNmzNDL5uTkUFVVxYQJE4iLiwO0X1Wys7MJDg5m9uzZetnt27dTUVHBuHHjGDp0KAD19fVkZWUREBBAenq6Xnbnzp2UlZUxevRo/XyBxsZGNm7ciJ+fH/Pnz9fL7tmzh8OHDzNy5EiSkpIAaGlpYf369SiKwqmnnqqX3bdvH8XFxSQnJ5OcnAxoO+eaNWsAWLhwof7Bzs/Pp7CwkMTEREaN0ibdUVUVi8UCwPz58/Hz0z7WBQUFHDhwgGHDhulDNADWrFmDqqrMnTuXwMBAAIqKisjLy2Po0KGMGzdOL7tu3ToaGxuZNm0agwYNQlEUSkpK2Lt3L4MHD2bixIl62Q0bNtDS0sKMGTMICwvTs9+1axcxMTGkpaXpZbOysmhsbGTq1KlERkYCUFZWRm5uLlFRUUyZMkUvm52dTV1dHWlpacTExABQUVFBTk4O4eHhTJ8+XS+7detWampqmDRpErGxsQBUV1ezZcsWQkJCmDVrVofsKysrGT9+PEOGDAGgtraWzZs3ExQUxJw5c/Syubm5HD16lDFjxjBsmPZrfENDA5mZmfj7+zNv3jy97K5duygtLSU1NVWfnKG5uZmMjAxMJhMLFy7Uy+7du5eSkhJSUlIYMWIEAK2traxbtw6ARYsW6WXz8vIoKioiKSmJkSNHAtqBzp79ggULMJvNqKrKrl27KCoqIiUlRd/nAL1senq6Vx4joqOjmTx5sl52oBwjEhMTaWhooLm5ma1bt2IymQxzjFi/fj1tbW3MmjWLkJAQAOePEZaviGEsaXH+EKB9fvRjRHQakRVboGQrZVFTveYYERgYqB/TQkJCDHWMADhw4AAFBQUkJCSQmpqqb8OXjxHZ2dlUVFQwfvx4EhISUBTFMMcIj3yPqCmmgOEcCJjAsLx8jx0jjhw5Qk5ODtHR0cyYMUN/Hb36HhE7hoqqanI2ZBFeFSLfI9x8jFBVlYaGBr2+c+fONcQxwsjfI3p7jFiwYAFNTU2AdoxwhEwX149UVSUzM5PMzEyHf+UQnqWqKsXFxWRnZ0tmBmGz2di9ezfFxcUyoYdB2Gw2MjMz2bx588DMrLZEuxw+9eT74o59ySrZ1n/1cYD8PTMe+9+znJwcycwR9pm5Az17iqDNZqO4uJi8vDz35WY/L7qhwj3bEx3Y/6YVFRUNzL9pBmTPLDMz0+HMfO6c6IqKCqKiorxyiIXVaiUzMxOgw69zMsTCe4dqtrS0sGHDBhRFYe7cuZjNZhmK4+WfE6vVyvr161FVlTlz5uDv79/ta/amY0RvMjJy9qqqkpGRgaqqzJo1C7PZbJhjhFvKvvUTlAM/YrrwBZh+Y8eyGctQVj8E4y5Aveodr/mcnPj3zJ6jEY4RLmXkA8eIzv6eGeUY4ZHvERl/x/b1/6GOvxjlijc8ln1raysZGRmA1vtpf929+pxkvYH6xW+xjTobrvm3z/wt8ZZjhNVqJSMjA5vNxuzZs/H39zfEMWIgZ6+qKhs2bABg3LhxxMbG9nhOtM81omViMSGEEIZhs8EzI6C5BpasgaGndLw/3wJvXgCRSXBXjmfqKMRAtOohWPcSzPk1LH7S07VxrwNrYfl5EDUCfutdo1yE8DRH25QynFsIIYTwlPJ9WgPaLxgGjz/5fnujurpAhl4K0Z+8YI3oPmNfK7qqQJutWwjhNJ+bWEwIIYQwjEObtMv4yWDu5E9ycBREJ0PlAW396JGL+q9uQhhNaw0c+Q6szRAUB0MWHb+v8FOwtXT+uMBBMPSM4/8/9AXUbYawVrDlw8H3j9/nHwnDzjn+/+KvoLW28+36hcHw847/v2Q1tFR2XtYcBAkXdffq3Cd0MARFQlM1VOTBkIk9P0YI0YE0ovuRzWZj165dgDbevv35DcI7SWbGI5kZz4DOrHizdjl8etdl4idrjeiSrV7TiB7QmRnUgMisIlv7B2A9oYe1dje0ddHrGpLQ8f81e6C1GAKtQA1U5x6/LyjuhO3uh+ajnW83ILrj/+vyoLGk87L+YcevV2RD0xEYNAubf5T7c1MUbXKxokw4ukca0W42IPY1H9M+M/vs8T2RRnQ/UlWV0tJSgA7LZAjvJZkZj2RmPAM6M3tP9PBpXZeJnwy5n3nVDN0DOjODGhCZ2Zq1y7CRMGhWx/uGngW2ts4f174BCxC3CCqWguoPiRdB6JDj9/kFn1B2IVibOt+uObDj/wfPh7b6zsuajk+CScUmaCiC0CRUv8i+yU1vRO913zYFMED2NR/TPrP4+HiHHiON6H6kKIq+1px9Jjvh3SQz45HMjGfAZtbWAoePTRbWXSN66LE1P0u29n2dHDRgMzOwAZGZqs0YTEgCRI7reF9MN/vYiQKGQyOg+EPCYjD7d102Os3x7UY52OMbGKM1opsrUML7KDf7edFH97hvmwIYIPuaj3ElM2lE9yOTyaQvGi+MQTIzHsnMeAZsZke2g7UFgqMhOqXrcvHHvqSX74PmOggM67psPxmwmRnYgMjM3tNs6uXXW/sa0WFDum9A95WAGO2ypaLvcrOvFS2NaLcbEPuaj2mfWU1NjUOPkUa0EEII4Qn2odzDpmnnKHYlLA7Ch0FtsdbwTprTN/Wx2WDDK1CRf/y2wHBIvwNCYvrmOYVwJ/VYI1rpbSPaPjP38N5tx1XtGtF9Rm9E79X2fTlvVwinSCO6H6mqSnOzdr5OYGCgDPEwAMnMeCQz4xmwmR1yYFIxu/g0rRFdsrXvGtE7Pob/PnDy7eYAOO33HW4asJkZ2IDIzBwEAZFgDu65bHc8vbxVoL0RXdl3uUUnaz32rQ3asSVSek7dZUDsaz6mfWaqqjr0GPnZqR/ZbDYyMjLIyMjAZrN5ujrCAZKZ8UhmxjNgM3NkZm67+D4+L9raBt8/rV0fez4svB/GXaD9v2D9ScUHbGYGNiAyG3YujLsLYqb2bjs1Rdqlx3qij83q3VKNra25b3Iz+0PMSO26DOl2qwGxr/kYVzKTnuh+JtPcG49kZjySmfEMuMyaaqBst3a9u0nF7PRGdB/N0J3zPpTv1c7PvuTvEBQBR3bAri+0YefWtpPWsR5wmfkAycxBnu6JNodoM3tbm6Glqu9yix2jNaCP7oVRp/fNcwxQsq8Zj7OZSSO6H5nNZhYuXOjpaggnSGbGI5kZz4DMrGQLoEJkonbOc0+GHptcrGwntDaBf5D76mJthR+e0a7P+43WgAYYPA4CI6C5Bkpzj09wxgDNzOAkMyd4uhGtKDDyJvAPx2wOYeHCoX3zPDJDd5+Qfc142mfm6MRi8jOJEEII0d/086EdXHYnMgGCY7TZh0tz3VuXLe9C5QEIHQyzbj1+u8kMCTO064Ub3PucQvSFwo9h3+tQX9C77dhn5/bkecLBQ8EvtPtJB3tLZugWwmXSiBZCCCH6W/uZuR2hKMd7gg+7cUh3WzP88Gft+vy7ISC04/2Js7XLwo3ue04h+krTEWg4BLZW17ehqp7vie4vg+w90fs8Ww8hDEiGc/cjm83G3r17ARg9erScL2EAkpnxSGbGMyAzc2Zmbrv4yZD3vXsnF9v0pjaJUng8zPj5yfcnztIuT+iJHpCZGdyAyMwd60TXH9XWb0eBsD4aRu2IpjKo2IxNCWBvjdaYd3tusanaZW0xNNdqS9qJXhsQ+5qPaZ/ZkCFDHHqMpNqPVFWlpKSEkpISh6dPF54lmRmPZGY8Ay6z2iPHZv9VYNgUxx/n7hm6WxvB8qx2fcE9nZ9nPXwGoEDVQag9rN884DLzAQMiM9WqXfZmnWj7UO6wOPAL6H2dXNVWD0fXo1Zu67vcgqMh9NicDEf3unfbA9iA2Nd8jCuZSU90P1IUhZSUFP268H6SmfFIZsYzIDKzNkF9IaBC/g/gb4WYUR17fuoLtHKdUUww9Fgj+sgOqD0AaksXT6ZAxOjj/20ohra6k4tlvwPNhyAyGaZdr93WWAKttR3LxY/Uzpnc+wlMuRVM5oGRmY8ZEJmpx3qie9WItg/l9tDyVnbH1opW2qpIGZGk73duFzsG6ku1RrSjczSIbg2Ifc3HuJKZNKL7kclkYsSIEZ6uhnCCZGY8kpnxDIjMDvwL6g8eu/4jRLRCbFjHModXH2tod8IcBOPvPz5b9t63wc/aeVnFDKc8fPz/pT9Aze6OZawtsPMVrR7p94JfoHZ72TqoyulYdlAAtLTCwfdg8k2AeWBk5mMGRGbuGM5t74n29PnQfuFg8sNka2PEsCi9Ue12QybAwTWQ8TeYcBH4B/fN8wwgA2Jf8zHtM3N0dm5pRAshhBB9raVSuwyKg9pKaDNBzISOZQJjQbV1/nhTAJhMkDwfdq+Eowdg5JzOyyonnKkVOAhCTuhV27saGpsgJA4m//T47QHRJ5cddAoUboWqcuQsMOHVfKknWlG0/bGpTDt+9FUjOv0OyPlQO03k89/AJa/27YzgQvgIaUT3I1VVaW3VZoz09/eXIR4GIJkZj2RmPAMiM/uX+8TL4eNnoCkAxv2yY5mEi3vezqjTtUb0ocNw9i2OPXf82SfURYWVy6A6ABY9fbwXGmDo6cDpHcvHnAk/vA91ZWCzgXmAZOZjfD4zVQVzMJjafKMnGiAgBrWxjNb6UghM7JvcopLgiuXw9iWw7T8QPwXm/sq9zzHA+Py+5oPaZ+boOdHyk3I/stlsrFu3jnXr1mGzddHbILyKZGY8kpnxDIjMQpIgdITWy9VUBeYAGDLJ+e2knqFdFmZos+m64sgOqMgDcyBMcKDhHp2sTT5kbYHtL8OeZdhqD/h+Zj7G5/czRYHx98CE32nrK7vKW3qiAQJisKmwLnNH3+Y28lQ454/a9VUPQd4PffM8A4TP72s+yJXMpBEthBBC9LXkq2HUTVB6bD3WoWmuzfwbMxKiU7RzP/MtrtVl5+faZeoZEBjWfVnQGif2pa5Kt0BTKbRUu/bcQng7e090pBc0ou1DuK3Nff9cs5dop3aoVvjgRqg82PfPKYSByXDufmQ2m1m0aJGnqyGcIJkZj2RmPAMqs0ObtMvezIKbegZk/gP2fwPjznP+8TtXaJfjL3L8MYmzYdcXUFEA8amYbXUDJzMfMaD2M1eparueaC8Yzh11CuaI8SyaHNr35ykrClzwPJTtguJs+PJuuPajvn1OHyX7mvG0z8zRicWkJ1oIIYToL3ojerrr2xh17Jzlfd84/9ij+6A0VztndOxixx+XOFu7LNsPqNDm4lByIfpKay3s/yfkv+v6Nhoroe3YMnPh8e6pV2+Yg8A/rP8m+vIP1hrScPxYJYTolPRECyGEEH2prQF2vwgo2gy40LtGdPICrRFcma+d2xwz0vHH7jo2lDtlIQRHO/64+MnaedwN1dBYBa2O/VIvRL+xNmtLxJmDXN9GdZF2GTq444R7A0nsGO2ysRIaKiCkj2YFF8LgpCe6H9lsNvbt28e+fftkogGDkMyMRzIzHp/PTG3TvuBXF2i9XIEREDPK9e0FRRzvGXa2NzrXPpT7Quce5x+kzdprBWoOYWuu8e3MfJDv72fH1k3v1czcXjSp2DG2Ixb2rf0n+3Zs6J/cAkIhbKh2vTK/75/PB/n8vuaDXMlMGtH9SFVVioqKKCoqcnj6dOFZkpnxSGbG4/OZ2Y4tb1V7RLscNlVb87k37EO693/r+GOqCqF4M6DAuAucf87EWaAqUF2E2lLj25n5IJ/fz9yyRrR9eSvvaUSrtQcoKiqkqCCv/3Kzj26pkEa0K3x+X/NBrmQmw7n7kaIoJCUl6deF95PMjEcyMx6fz8z+5b72sHbZm6HcdqlnwLePQ/6P0Nbi2Ezfu77QLpPmQlic88+ZOBsyFKguQfEPJSkxERTFNzPzQQNmP+tVI9qLJhU7RgmMIWnQfojqx/WGY0ZCwTrtdBHhNJ/f13yQK5lJI7ofmUwmRo504tw14XGSmfFIZsbj85nZh5lWH/uC3puZue2GToaQWGg4CkUbIXl+z4+xL201wYlZudtLmqP1RBdWYxp+KSNdaYgLj/H5/cw+4qNXw7ntPdHe04g2BcUwMg6ItPV+BIujYlK0S2lEu8Tn9zUf1D6zPp2d+7333uPqq69m3rx57N27lyuvvJKjR4+6sikhhBDCt9nawNpyfDi3O3qiTSYYdZp23ZHzoutK4eA67borQ7lB672OnwKosHe1a9sQoq/46HBufa3olsr+e059OLc0ooXoitON6AcffJDf/e53pKSksHXrVkzHfhW77bbb3F45X6OqKlarFavVKudIGIRkZjySmfH4fGZqG9Qd0dagDY93Xy/XqDO0y/0ONKJ3fQmoMGwaRCW6/pxjzgFA3fNf387MB/n8fgZgDgSTA6c2dMU+nDvSexrRqn80VhtYm8pR+2uSKjknulcGxL7mY1zJzOlG9Ouvv87KlSt56qmn8Pf3x9/fn+eee47//e9/Tld4oLHZbFgsFiwWi8zWZxCSmfFIZsbj85mZ/KGhCayK1oh1F/vkYiVbob6H0WA7XZyV+0RjzoHgNmxHvsDy9b99NzMf5PP7WcRYmPh7GHm9a49XVa88J9rmF4llt4IltwVba13/PKl9OHd9KTTLmvDO8vl9zQe5kpnTY16ioqIoLCzklFNO0W87dOgQQ4YMcXZTQgghhO8LSYCaAKjzd8/50HbhQ2DIKXAkB759AuImdF5OtWkTkAGMd/F8aLv4qRAcCVRCzUEI9Z4eOyF6pakKWhu06+He04jG5Ket0W5rhdZabYm8vhYUCSGDoKFc642OT+v75xTCYJxuRD/00ENccsklXHrppTQ3N/P888/z2WefsXTp0r6on08xmUwsWLBAvy68n2RmPJKZ8QyIzEq2apfubESDNkv3kRzY9EbPZeMmQGxq757PZILhczAd+pIFwZthwe98NzMfMyD2s96oPnY+dMggbV10L2EymVhw4R1gDsJkNvffE8eMPNaIzpNGtJNkXzOe9pnV1Tk24sPpRvT1119PcnIy77zzDosWLaK+vp633nqL+fMdmBl0gFMUBXN/HgBFr0lmxiOZGY/PZ2azQXWhdn1QLxuxJ5r7a2is6HnIpckPZvzCPc+ZvAil+EvMRzLBl3PzMT6/n1Vth8psCB8NsXOcf7w+lNu7RlcoioI5MKz/nzhmJBRlyuRiLvD5fc0Htc+sT5e4WrhwIQsXLnTloUIIIcTAcuh/EFELLX7uHyYaFgcXveTebfYk5TRYb4bGUji6r/e920K4Q0sF1O4H/yjXHu+NM3N7kszQLUS3nG5Ep6SkdNlCz8uTHa07NpuNAwcOAJCcnCxDPAxAMjMeycx4fD6zmkIwqRASDeZeLL/jLUKHYYtM4kCpChmfk3zeb3wvMx/k8/tZb9eJ9sJJxeBYbnu2QOVWkodFYhpxaf88sb0RXXmgf57Ph/j8vuaD2mcWExPj0GOcPtIsX75cv97Q0EBWVhavvfYaf/jDH5zd1ICjqioFBQUAjBgxwsO1EY6QzIxHMjMen8+s7tiX89DBnq2Hu/iFo0anUlDcBPtyGSFLuBiCz+9nvV0n2ksb0aqqUlBYDBUHGREe0n9PLD3RLvP5fc0Htc8sOjraocc4faQ59dRTO/z/3HPP5ac//Sm/+MUvuOWWW5zd3EnuvPNOXnrp+NC0UaNGsW/fvl5v1xsoikJCQoJ+XXg/ycx4JDPj8fnMag9rlyFxnq2Hu5gDUIZOJWHnR1B7FKW5RutlF17N5/cze0+04uK5qDVF2qWXDedWFIWEEaOALJS2Bmg8oi2bB+Affvy6tRna6rvekF+YNsu3Q2VDIfrYMlc1RVB/CPyCuy5rDtSu22cQ73K7IWD2nknb+orP72s+yJXM3DKuLDk5mUOHDrljU2RlZfHll1+Snp4O4FMn5ptMJlJT5dwxI5HMjEcyMx6fz6zuiHbpKz3RgGnG46Su/wrq90L+DzDxJ56ukuiBz+9nqpuGc0d6VyPaZDKROmY8tIVqDd+9rxy/M+U6CB+lXa/eDkWfd72hEVdD5Djtes1uKPy467JJl0HkJAiMBLUCtj3Z9fEr4UKIma5dry+A/Le73u6wxa5N+mYwPr+v+aD2mdXU1Dj0GKePNDfddFOHFrrNZmPTpk1u+bC0tbWxY8cOFi5cSFiYB2YiFEIIIdytoVS7DB/i2Xq425hzYP1e2PNfaUQLz+vNcG5VPb7ElZf1ROsGzYCjGUC70yeU9ufamo73NHemfVmlh7KYQFEgJgWOVkBzXdfvS/uef0XpoQ6+0zEmhNNHmuTk5A7/VxSFBQsW8NOf/rTXlcnJycFmszFlyhQOHTrEqaeeymuvvUZSUpLD27Baraiqqjf0bTab/v/2J/ZbrVZA++Whr8uqqorNZgM69qx7Q9nOXoe3le3pfXembFfvjzeUlc9J335OunrN3lBWsvfxY0Sd1oi2Bg8Fq9V3PidjFsP6l2HvKmxtbaiKYujPSVev2RvKel32XpDnSWXbrCgomI41op06RjRVY2ttBEyYwoaidFOHrt6fPi87+FRMQ047uaz9O2/MVNToKd3naS8bNQk1cmLPZWNGQskWVP/p2Mb9uuftho1EnfD77vO02eQYIccIryt74vvuCKcb0Y888oizD3FYbm4uY8eO5aWXXiI2Npa77rqLW2+9la+//vqkss3NzTQ3N+v/t3e9r1u3jrPOOouAAO2XsMLCQvLz84mPj2fs2LF6+bVr12Kz2ZgzZw5BQdr5GcXFxezbt4+4uDgmTJigl83IyKC1tZWZM2cSGhoKwOHDh9mzZw+xsbFMmjRJL5uZmUlTUxPTpk0jIiICgNLSUnbu3ElkZCTV1dUALFiwgE2bNtHQ0MCUKVOIiooCoLy8nO3btxMREcG0adP07W7ZsoXa2lpOOeUUBg0aBEBlZSXbtm0jLCyMGTNm6GVzcnKoqqpiwoQJxMXF6e9PdnY2wcHBzJ49Wy+7fft2KioqGDduHEOHDgWgvr6erKwsAgIC9GH1ADt37qSsrIzRo0czfLj2i2RjYyMbN27Ez8+vw1rhe/bs4fDhw4wcOVL/EaSlpYX169ejKEqHc+v37dtHcXExycnJ+o80VquVNWvWANqSavYPdn5+PoWFhSQmJjJqlDaESVVVLBYLAPPnz8fPT/tYFxQUcODAAYYNG8aYMWP051uzZg2qqjJ37lwCA7XzeIqKisjLy2Po0KGMGzeuw+ckLy+P4cOHc/rpp2M2mykpKWHv3r0MHjyYiRMn6mU3bNhAS0sLM2bM0EdSlJaWsmvXLmJiYkhLS9PLZmVl0djYyNSpU4mMjASgrKyM3NxcoqKimDJlil42Ozuburo60tLS9BkDKyoqyMnJITw8nOnTp+tlt27dSk1NDZMmTSI2NhaA6upqtmzZQkhICLNmzeqQfWVlJePHj2fIEK2HrLa2ls2bNxMUFMScOceHXOXm5nL06FHGjBnDsGHapCsNDQ1kZmbi7+/PvHnz9LK7du2itLSU1NRU/fyS5uZmMjIyMJlMHZbH27t3LyUlJaSkpOiTb7S2trJu3ToAFi1apJfNy8ujqKiIpKQkRo7UJjyx2Wx69gsWLMBsNmO1WlmxYgXV1dWkp6d3yN5eNj093SuPEdHR0UyePFkvO1COEcOHD8disdDW1obJZMJsNhvmGLF+/Xra2tqYNWsWISHapD8nHSPqKkAxseFwOC0Wi08cIwKsR2mp3A+B81nQsI6da1dyVI0wxDEC4MCBAxQUFJCQkNBhJJ0vHyM2b97Mjh07iIuL45xzzsFsNhvmGOHY94jBJI+4nuRByYCTx4iqQ1iYDX5BzDcH6l+O++0YcUxn3yNKSkpYvXo1wcHBXH755fpnuF+OEccmF6s+fJAtFkvvv0cc2s2YkJ3aMWLUz332GGG1WrFYLBw8eJDExETS09MNcYww8veI3rY15s2bx9q1awH097QnXjXn+s9+9jOysrKYO3cuo0ePZtmyZaxevbrTselPPfUUkZGR+r/ExEQP1FgIIYToRlM11DRDdQBEje25vFHYrGBthHCtIU7JFo9WRwhAG06suDCRk/186EDHvjwPGPYZuqsK3bRBRZsAztbqpu0J4TmKqnrv2hRNTU0EBweza9euDr/+Quc90YmJiVRUVBAVFeWVQyzaDxvw9/fvdAiBDLHwrqGabW1ttLa2YjKZCAgIQFEUGYrj5Z8TVVVpbm5GVVUCAgJ6fM3edIzoTUZGzl5RFFpbW1FVFbPZjKIohjlG9Fi2NBf+Pg+CY7Deu69X2/Wmz4lavRvbgfehohj/Nf9BjRqJ+uuNKGaz1x8jepWngY8Rnf09M8oxos+/R2Qtx/bFXZB6Nqaf/dursrdarbS0tKAoCoGBgR1udzQjl8sWrIc3zkWNHIHtzuxebddms6HW5qMceBtTUCyMvd1wn5OuXvOJZVVVpbW1FavVir+/v/53rbfb7XWePvw9ordlFUWhrU2bV6G+vp6YmBiqq6u77ZV2aDj3aaedpr9B3fn2228d2VyX7rvvPqZOnco111wDaENgTCZTp73MgYGB+hCa9tp/UIEOH7oTy52or8qe+IXQm8p29jp8uSw4l6efn58+9NOd2/WG7H31c6Ioij5s6kT9ud9L9s6VtQ+L64w3HyN6LFt9bNmcyATf+pwER2vfIIYkQ2AkSlUeHPwBUs/scbuePkZ0VRZ8+xjR2d8zIx0jeixb/F9orYK4hRAc79x2a0swY4PI+A492d6QvdlsJjj45OWl+mW/P9YTrdQUYlat4BfQddketmsymcA/CBT0SeC8/jPVCUfKKorS5d80bz5GGP17RG/L2jNramo6qWxnHGpE33jjjQ5trLcmT57MQw89xJAhQ7Bardxxxx1cf/31+jkkQgghhKFUF0JYK0Q2Qu3+48vRGJ2//df5Vph8NWx8FTL/2aERLUS/qs/T1lCOmdFz2RPVePnM3J4SNgT8Q6C1AaoKILaXK/HYZ06X4dzCBzjUiL7hhhv6uh4AXHvttezYsYPLLrsMs9nMtddey5NPPtkvz90fbDYbhYWFACQmJnb5C5PwHpKZ8UhmxuPTmVUVgEmFwKDjS/D4AJsSRGG5CVQbiZOvwrTxVdjztfZ6o5L65klLd8Eb50J4PEy/EdKuhOCovnkuH+TT+xlo59oCLq0TrTeih7mvPm7i0dwUReuNPrIdKvJ634g2+WuXPnQs7IzP72s+qH1m9on6euJ1qT711FNUVVVRXl7Oiy++qM9Q5wtUVSU/P5/8/Hy8+FR00Y5kZjySmfH4dGbVhdrwxaAI19av9VIqkF8eQH4ZqOGDIOVUUG2Q9UbfPenaF6CxAkp3wFf3wbPj4NNfQXF23z2nD/Hp/Qzo1TrR9onFIr2vJ9rjucWkaJcVeb3flmlg9ER7PDPhNFcy852/6AagKArx8fH6deH9JDPjkcyMx6czqy7SGtGBEa71kHkpRVGIj4sBa4N2CumsWyD/B9j8Fiz6P/A7ec6SXqkrhe0fadfn/Rb2roLSXNjyLmz9N9z0FSTN7nYTA51P72cAqjbRUa8a0V44nNvjudln6HZLIzoAQkdox0JVdW0mdQPweGbCaa5k5vSRpqGhgWXLlrF79259ZjZVVdmyZQvZ2fJrcHdMJtNJs4wL7yaZGY9kZjw+nVlVIfipEBTpUz3RJpOJsQtvPX7DmAStAVJzCHI/04Zau9Om5WBtgeEz4KylcOajULgRvnsC8n+E1X+An3/ts1/K3cGn9zNwfTh3Uw00H1tKNTzevXVyA4/nFn2sJ7oyv/fbMgfBqJt6vx0v5/HMhNPaZ9bZ0sqdPsbZJ7n++uv54osvyM3NZf/+/QwePJiPPvqI0047zdlNCSGEEL6rrRnqDh8bzu1bjeiTmP1g+rEvxxtfd++221q0ScsAZi/RLhVF63m+5FXwC4LCDNjzX/c+rzAWV4dz15Zol0GREBjm3jr5Anf2RAvhQ5xuRK9evZp3332Xxx57jICAAJ555hn+/ve/s2PHjr6onxBCCGFM9smKTP7gH+xTw7k7Ne167TUWbYSSre7b7s4V2o8RYUNgwsUd74sYBrNv065/sxRsVvc9rzAOVXW9J9q+DF1Egnvr5CvsjejKg2D17QnBhHCG043oqKgodu3axZw5c9i6dSs2m43TTjuN9evX90X9fIrVauXHH3/kxx9/1IfCC+8mmRmPZGY8PptZlTbTJ4ExEBBzfGZaH2C1Wvnxfyv48ZM/Y93/nnZj+BAYf5F2PfMf7nuyDX/XLmf84qR1agGYf5fWi1iaCzkfuu95fYzP7megjUw45RGY9CCYnVwW1d4THeF9Q7nBC3KLGA7mQG0ysJqi3m9v90uw4yloOtr7bXkpj2cmnOZKZk43oh966CHOPfdcmpubmTdvHmeffTY/+9nPmDRpktMVHohsNhs2m83T1RBOkMyMRzIzHp/MrPpYIzp4Goz7Tbu1lX2DzWbD1lIPzWXHb5x1i3a57QNorOr9kxRtgqJM7QeIGV2cSxkcrU02Bto50m3NvX9eH+WT+5mdomifE2fPi687ol2GDXF/ndzEo7mZTBCdrF13x5BuWwtYm0H17Rm6fXpf81HOZub02LJbbrmFefPmERYWxhtvvMGLL75IbW0tv/3tb53d1IBjMpmYM2eOfl14P8nMeCQz4/HZzOzDRCN9b5iontmeLZisNcdn2k2aC3ETjvUKf3C8Ue2qja9ql5Mug7C4rsvNXgIbXtXWqd60/PgQb6Hz2f2st+qO/QjU3efLg7wit5iRcHS31ogedXrvtmUfkWPz3aHhXpGZcEr7zJqbHfsh1qFkN2zY0GHNrAkTJhAQEEBUVBSPPPIIf/nLX0hI8L0vCe6mKApBQUEEBQXJlPcGIZkZj2RmPD6bmX04d2SSZ+vRBxRFISgslqAAUFQrWJvsd2jnRoO23FVv1B6B7R9r12ff2n3ZgBA49X7t+g9/guba3j23D/LZ/QygrR4KPoCiFc4/1st7or0iN32taDfM0G2f+M2He6K9IjPhFFcyc6gRPW/ePAYNGsTll1/Oq6++Sl6ezNAnhBBCdKu6ABQVrDth32tab60vMfmB37HzT1vbLQmSdhWYA+Dwtt5NMLbpDe08zIRZMHx6z+WnXa8tx9NwFDJecf15hfG0NULVDqjOdf6xdaXaZehg99bJl+jLXB3o/bb0nmjfbUSLgcGhRnR5eTlvvvkmI0eOZPny5YwfP55Ro0bxy1/+ko8//piqqqo+rqZvsNlsFBUVUVRUJOdJGIRkZjySmfH4bGbVRdryVn5AU6lPrWGsZ1YdhE0F2tr1/IbEwLjzteub33btCaxtkPWGdt3Rodlmfzj9Ie362heh9rBrz+2jfHY/g+PLW7kyA379sUa0l/ZEe0Vu9nOi3dGItvdE+/Bwbq/ITDjFlcwcakRHRkZy4YUX8qc//Yn169dTVVXFa6+9xpAhQ3juuecYPHgwc+fO7VXlBwJVVdm3bx/79u3rMDxeeC/JzHgkM+PxycxstmPnRKsQFOFza0TrmR0+1sHevicajg/p3vY+tDY6/wT5P2jLWgXHHJ/x2xETL4Vh06ClDlb/wfnn9WE+uZ/Zqcdm03VlP/Py4dxekVv0CO2y8mDvR9TYe6J9eDi3V2QmnOJKZk4fbVpaWsjKymL9+vWsXbuWrVu3kpqaysyZM52u8ECjKApxcXH6deH9JDPjkcyMxyczqy8Fawv4mSAw3OfWiNYz8x+MEux/8vJdKYu0c8GrC2Dn55B2pXNPkPOBdjnxks6XteqKyQTn/wVePwO2/Qem3QDJ85x7bh/lk/uZnb0n2tlGdGsTNFVr18O8czi3V+QWdWxeh5ZaaKiA0EGubysoDmzNYA52T928kFdkJpziSmYOHW1Wr16tr52VmZlJWFgYZ555Jtdccw1vvPGGTCrmIJPJxIQJEzxdDeEEycx4JDPj8cnM7DNzh8WBYva5nujjmbXLrb6wY6G082H932DzqzBmkfbl2a6hqOseLWub1vAGrfHdcAjULobXmfwheOjx/zeWQFQcTL1Ua4h/dSdc+6H2I4bJD4LbrQXceLjjeZnmIAjyzoaUO/jkfmZnc3E4d/2xmbnNARAU5dYquYtX5OYfDOHx2praVQd614iOP9tt1fJWXpGZcEr7zGpqanoorXHoaHPRRRcxf/58zj//fF544QWmTp3qei2FEEIIX1dVoF1GHGu0+VgjulN5b3Rs7IY3Q2Qr1K6BvW/DKfccvy//neMzep+oqlQbjh2VBImzYddz0NrFbNvBQ2H0kuP/L/gAmisgYTAUm6FtO1huh4SZEDgIxt5xvGzRp1pDur2kKyBqolMvW3gBV3ui69qdDy09ht2LGqE1oisPODbRnxA+zqGjTWVlJUFBQX1dFyGEEMI3VB/rlY041kvqY8O5OxUQA7RrRAfGQPRYbX3Zgiw4pX3ZaG1IZ2eKVmmXp1ypNWwCok4eLm7nH3nC/6OOPTeQeh7s+Bjy1sLw9E7KRoKtRbve1qA16psOA9KINhxXe6Lt50PLzNw9i06Gwgz3TC4mhA9w6GgjDWj3sFqtZGRkADBnzhzMZrOHayR6IpkZj2RmPD6ZmX04d3g8BESCX7hn6+NmnWY29vaTC7Ylwgc3wq5sWNwG5mNfO0Z3MeN2fTn8Z6l23X4e9ahfOF6xkdcfvz7615B3CEq2QF4hXPJgx7LJPz1+/ch3cOSHrnvHfYBP7md2keNh4u8BJydx8vKZucGLcms/uVhvlK6B8g0QMw2GnNb7enkhr8lMOKx9Zo4OxXdodm7hPq2trbS2+u6MhL5IMjMeycx4fC6zqmM90TFpMO4uSPmZZ+vTBxzKbOx52gzbtSWwd1XPG839ROtVHJoGg8f2roImM5z/HKDA1n/BwfXdlD3WWeDDjWjwwf3MTjGBOVA7r90Z+nDuuO7LeZhX5OauZa7UVu30jLaG3tbIq3lFZsIpzmY2AMaXeQ+TyaTPYm4yye8XRiCZGY9kZjw+mZl9OLd9Vlsf43BmfoEw9Wew7iVtkrFx53W/4W3HZuV2djbvriRMh2nXwea3YOW9cOsPx3vD24scp00qZh8O7oN8cj/rLX15K+9tRHtNbvZGdFUve6Lt562rvrtOtNdkJhzWPrO2Nsc+m5JsP1IUhdDQUEJDQ2XKe4OQzIxHMjMen8zM3oiO9M3VK5zKbPYS7VzVg2vg0Kauy1Ue1M65RIFJl7mvsmc8qs28fGQ7bHil8zIB0RCeCkGx7nteL+OT+5ldzR4o+gwqtzr3uDrvH87tNblFHRvOXVWozaDvKvv8Bjbf7aX1msyEw1zJTBrRQgghhDs11Rxfe5Ya2Pe6ds7tQBWZAJMu166v/WvX5exrQ6cshIhh7nv+0EFw1mPa9W+fgKP73Ldt4R2aDkNFNtQXOPc4eyNaJhbrWXi8thSYaoWaIte3Y++JtvluT7QYGKQR3Y9sNhvFxcUUFxdjs3Wx5qXwKpKZ8UhmxuNzmdl7oYOjQWnT1jluqfJoldzN6czSjy0ttXMFVOSffL+qwrb3tevuGsrd3rTrYeQiaGuCz34NNmvH+63NWiOsPNP9z+0lfG4/a8/ldaK9vyfaa3IzmY6fntKbycXsPdGq7/ZEe01mwmGuZCaN6H6kqip79uxhz549qKqTM0gKj5DMjEcyMx6fy8w+M3dkwvEv9z62TrTTmQ2dBKPO0NaRXv+3k+8v2aothWUOhPEXur/CigIXvQQB4dqQ8Q1/73i/tUkbDlz8tdag90E+t5+11+t1or33nGivys0dk4sNgJ5or8pMOMSVzJxuRD/44IM0N3dc2/Hw4cNceWUf/HLsYxRFITY2ltjYWDlHwiAkM+ORzIzH5zKrOjakNDLp+Jd7H1sn2qXM5t2pXWa/oy1lZdfSACuOLY817jwIijz5se4QlQRnP65d/+YxKN9//D77rM6q1WcnPPK5/aw9V3qiW+qhpU677sWNaK/KzR2Ti/mFQvAQbR4CH+VVmQmHuJKZ043otWvXMnbsWD799FMAXn75ZSZMmEB0tO/uDO5iMpmYNGkSkyZNktn6DEIyMx7JzHh8LjN9Zu5En+2JdimzlFO1pavaGiHzH9ptqgor7oDDORASC2c93neVBph+Y7th3bcf73U2BWjLJAFYG/u2Dh7ic/tZe670RNt7of1DICDM/XVyE6/KzT65WG96osOSYfQvIfEnbqiQd/KqzIRDXMnM6WS///57XnnlFR566CGGDRvG22+/zerVq3n11VedrrAQQgjhc/Th3Ik+2xPtEkWBeb/Rrm98DVobYf3LsP1D7f258i3th4e+rsNFL4FfEBSsg6LM47ebB8Za0T6pN43osDgtf9Ezd60VLYQPcLoRXV9fz4YNGygrK2P27NkcOHCArKwsGfMvhBBCgLYEDGjnRLt6rqavmvATbZh7w1FYcSes/oN2++KnIXle/9QhKun4ElobXz9+uzSijUsf8WF2/DH2NaJDvXcot9eJtvdE93KtaCF8gNON6JEjR7JlyxY2bNjAJ598whdffMGrr77K1KlT+6J+PsVqtZKRkUFGRgZWq7XnBwiPk8yMRzIzHp/LrP1wbsUf/ILBFOjZOrmZy5mZ/WDur7TrOe9rE41NuRZm3tw3Fe2K/flyP4W6smN1C9YufXQ4t8/tZ+0lXAzj74HoyY4/pt77JxUDL8vN3hPdcBSaa13bRksV7H4J9ixzV628jldlJhziSmZON6LfeOMNPv30U5KTkwGYOXMmGzdu5LrrrnN2UwNSU1MTTU3yK7eRSGbGI5kZj89k1tYCtYe165FJMPw8mPA7iJ3l2Xr1AZczm3odBEVp14dPh/Of7f/htMOnwbBpYG2B7Le12wZAT7TP7GcnMgeCf7h26ag671/eys5rcguK1Jbug971RjeXQ0uFe+rkpbwmM+EwZzNzenzZeeedd/JG/Py45557nN3UgGMymZg2bZp+XXg/ycx4JDPj8anMag4BqnbObWisp2vTZ3qVWWAYXPA85H4Gi58C/6A+qKEDZt0Cn/4Sst7QztWOOxVi50KQ9zeqXOFT+5k72Idze3lPtNflFjUCGiu1GbqHTnL+8fZ1om1t2sR+Png+utdlJnrUPrM+W+KqtbWVJ598ktmzZzN8+HB27NjBrFmzyMvLc3ZTA46iKERERBARESFT3huEZGY8kpnx+FRm1e3Ohzb6a+lGrzObdClc+SZEDHN/5Rw18RKtV626APaugtAkCE/VejR9kE/tZycqtUDxV9BU5vhj7MP4vbwR7XW59XZysfbzQ/jwcnJelZnokSuZOd2I/tWvfsX777/Pz3/+c2prawkJCSE9PZ1bb73V6QoLIYQQPqX9zNwAh76AvDehvsBzdRKd8w/WhpZDxwnGhPFUb4ejG6DNifN09Z5o3xx50Gd6O7mYvScawNba+/oI4SFON6I//PBDPvroI2677TbMZjNms5nf/e53bNiwoS/q51NUVeXIkSMcOXJEZjM3CMnMeCQz4/GpzNrPzA3QcAjq8sHa7Lk69QGfyWzGTYAC+7+BkiyoyIbafZ6uVZ/wmcw648p67PZzor18dm6vy63XPdGm42uy+2hPtNdlJnrkSmZOnxOdmJjIjz/+yKhRowCt+3vHjh2kpKQ4u6kBx2azsXPnTgBiY2Mxm51YikF4hGRmPJKZ8fhUZtXHepyjkrRL9dgsnz62TrTPZBYzElLPhH2rYfMySEyCiLHasG4f4zOZdcbZpeRU1TCzc3tdbu5YK9rkr/2w6KM90V6XmehR+8wmT3Zsln+n/6r/6U9/4ic/+QmvvfYaDQ0N3H333VgsFt566y1nNzUgRUdHe7oKwkmSmfFIZsbjM5mdOJzbh9eJ9pnMZt2iNaJ3fg3DbvLZJa7AhzI7kb0n2tEfq5proO3YLLxe3ogGL8st6thw7qqDrk8MFhgLthb31svLeFVmwiHOZub0X/XFixezfft23n//faZOnUpCQgLPPPMMI0eOdHZTA47ZbHb41w3hHSQz45HMjMenMjtxOLezX+4NwqcySz1TGzlQfwCO7obQ4Z6uUZ/wqcxO5OyPVfah3IER2rnxXszrcotM1IZjtzVp55WHD3V+G6m3uL9eXsTrMhM9ap9ZTU2NQ49x6a96amoqDzzwgCsPFUIIIXyTzXa8JzrK93uifYbJDOMvgo1/hdoSn14n2mfp50Q7OGy2zhhDub2SXwBEDNdWIqg86FojWggf4NBf9ZSUFIem+5ZlroQQQgxYDUePTSCmaF8y4Xgj2sd6on1O7GhQFWis8Onh3D5JVZ2fe0Bm5u6d6ORjjegDkDTb07URwiMcOtosX75cv75q1Sr+/e9/c++99zJq1CgOHjzIX/7yF84777y+qqNTrFYrqqrqjX6bzab/v/2C51ardsA1mUx9XlZVVWw2G1arlS1btgAwffp0/TGdlQU6TETQ3XZ7U7az1+FtZXt6350p29X701XZlpYWNm/ejKIozJgxA7PZ3OefkxPfH28oa6TPidVqJSsrC1VVmT59Ov7+x5fT6M/9XrJ3vKyqqmzatAlVVZk6daq+8oOj2/XkMaJD2WNDuW1hw1AxodhsmBSz1jummH3qc3Li3zN7jkY4RnRadlAqqGCtr4K2VkzWNhSzn9MZefMxorO/Z0Y5RvRYdsxvUG2tKEqgvuxMt9nXHEFBwRQ6uOeyHs6+tbWVTZs2ATBz5kz9dXv0GBE9Ag5YsJbng9Xq/Oek+HOoL0SNPwdb6Mjuy3rLMaKb9+fEslarlU2bNmGz2Zg2bRr+/v6GOEYY+XtEb8uqqsrmzZsB9Mmze+JQI/rUU0/Vr1933XV89dVXTJw4Ub8tPT2dCy64gOeff96hJ+1L69at46yzziIgIACAwsJC8vPziY+PZ+zYsXq5tWvXYrPZmDNnDkFBQQAUFxezb98+4uLimDBhgl42IyOD1tZWZs6cSWhoKACHDx9mz549xMbGMmnSJL1sZmYmTU1NTJs2jYiICABKS0vZuXMnkZGRNDQ06GU3bdpEQ0MDU6ZMISoqCoDy8nK2b99OREQE06ZN08tu2bKF2tpaTjnlFAYNGgRAZWUl27ZtIywsjBkzZuhlc3JyqKqqYsKECcTFaUOVampqyM7OJjg4mNmzj/9quH37dioqKhg3bhxDh2pDcurr68nKyiIgIID09HS97M6dOykrK2P06NEMH671sjQ2NrJx40b8/PyYP3++XnbPnj0cPnyYkSNHkpSkzVLb0tLC+vXrURSlw2dq3759FBcXk5ycTHJyMqDtnGvWrAFg4cKF+g6an59PYWEhiYmJ+odcVVUsFgsA8+fPx89P+1gXFBRw4MABhg0bxpgxY/TnW7NmDaqqMnfuXAIDAwEoKioiLy+PoUOHMm7cuA7Z5+Xl6a8XoKSkhL179zJ48OAO+8GGDRtoaWlhxowZhIWF6dnv2rWLmJgY0tLS9LJZWVk0NjYydepUIiMjASgrKyM3N5eoqCimTJmil83Ozqauro60tDRiYmIAqKioICcnh/Dw8A4/yGzdupWamhomTZpEbGwsANXV1WzZsoWQkBBmzZrVIfvKykrGjx/PkCHar/G1tbVs3ryZoKAg5syZo5fNzc3l6NGjjBkzhmHDhgHQ0NBAZmYm/v7+zJs3Ty+7a9cuSktLSU1NJSFBOy+0ubmZjIwMTCYTCxcu1Mvu3buXkpISUlJSGDFCm6yktbWVdevWAbBo0SK9bF5eHkVFRSQlJelzMNhsNj37BQsW6AfM4uJiqqur+f/snWWYG9fVgN8RLjMz2us1M0NiO+wwM6fhFFJIIcWk7ddgmzTUMKMddmLHzLBrWPAyM4N2pZU0348raRm9IG30Po8ejaQ7oyudmTv33EN+fn7dZG9tu2zZMrscI3x9fbvFUf1Yxojw8HB0Oh1Go5Hdu3ejVCodZozYt28fRqORRYsW4WbJzF3unkT2rl2WMeJXtrYH9u6dNGOERqPBYOhMDORoY0RBQQFFRUVERESQkJBgU6J31U+HTDPLEpvRuIskM5NljDh27BiZmZm2ax4cZ4wYcB4hSeQUVQ9vjMisIpIo4i2W6HEbI9zcgJHNI1xdXVm4cKGt7YSOET7iPz5ZUEW9Ytfw5xGGRtDXoGtu4NDRXY4xRlgY6jxCp9NRWFiITqdj2bJlDjFGOPI84nR1jeXLl9t0tMLCodVAH7Z/mSzL5Ofnd7voi4qKut1MnfSNJEm2Qa3ripIT+0WSJEJCQpgxY4ZTZg6CQqEgPj6esrKyIYWhOJl4FAoFc+bMQa/Xk56ePtHdGTnWpGLuk99FdNLdzzyCQeMJBgW4RINSO9E9GnWs97OpU6dODpmdDoZW8ewROLH9GAIKhYKQkBB8fHzsR27WMletNSPbX2HxEJukdaKt9zSDweCchzgIVpmBWGgbCpI8zCrgr7zyCvfffz/r168nKiqKsrIyNm/ezL/+9S/uvvvuYXd6tGhqasLb25u6ujp8fHzsyhXH6WLhuO7czvNkaDKyh7b2Jk+n7O1H9uN2nnzzKzj4IuZlDyGv/YPzPLGztoP+7y+uwlR+Aq54C0Xy+c4xYohtJ1z2Rh3mip3ICg1SyJqhyf7dq5FyvkNx4bMw70bnvWS4bYsPwv/WY/KMhIeODf88KfkEGtKQQ8/B7Ldw4Lb2NEaMgowcXvYjaDvhY8QQ2nb9HQ0NDfj6+tLY2Giz9PfFsC3Rt99+OwsXLmTTpk2Ul5czc+ZMHnnkkW4m/olEqVR2W/Xpb9Wur8LnY9VWkqQ+37eHtn39jsncFsZX9s7zxH7aglP2I2lrr/K0y/OkUViiFb6RoFSCsRUKPwWFBqKvcp4ndt4W/wSU5cegIa9b7VvnGDFw2wmXp1GHom4/qFwh7MyhHbe1EpBticWc95JhtrVYopXNJcKaLGn7b9vX77BUK5Aw2ec51U9bcMp+JG3tVZ7DlX1PRpQudPbs2c76ZyNAlmVqa2sB8Pf376bsO7FPnDJzPJwyczwmjcxsNaJFbBYmPTTnglIzcX0aIyaNzLriFw8qM1Ttg/ZrwSVgons0qkxKmQEjKiNnLXHlbv/u3HYpN/dA0HqDvhGqMyF0mDqB1Z3b3DH6fbMD7FJmTgakq8y6JqQdiGEHV2zcuJGYmBiUSqXtoVAo+tTknXTHbDZz8uRJTp48aXMfcGLfOGXmeDhl5nhMGpk1WpVokQhnMteInjQy64p/AriYoPkwtA4tJs6RmJQygy7X2RDnoWYztFrrRNt//gK7lJskQdgcsV16dAT7W8bESRoTbZcyczIgI5HZsO/sd999NzfffDO33nqrLSudk6EzkG+9E/vEKTPHwykzx8PhZaZvhvYGse0TKZ7Nk1eJhkkgs55YMnSLWtHtE92bMWHSyQyGf521N3Tu4wCWaLBTuYXPg/wdUHYUuGV4+6rcQeMtQl0mKXYpMycDMlyZjSg79x133GFLDe9k6CiVym6p5J3YP06ZOR5OmTkek0JmVlduFx/Qeoptq5VFMfmU6Ekhs574x4EsgaEF2usmujejzqSUGQz/OmupFM+uvqCyfyXObuUWZulTacrw9w1aKR6TFLuVmZN+6SqzpqamIe0zbHfuv/71r9x///02v3EnTpw4ceLkR09jiXi2WqEBZJG9dLJaoicdrr7COgbQWDChXXEyDIZribYq0Q7gym3XhFuUxKp0MOgmti9OnEwAw76zv/POO5w8eZKoqCimTZvWzfT9ww8/jGrnnDhx4sSJE4egsUg8e3dRos2T1xI9afGKhNZaaCyc6J44GSrDtkRXi2ePoLHpz48Fr3CxENFSCRXHIWrJRPfIiZNxZdh39ptvvnkMuvHjwGQykZqaCsCcOXOcydgcAKfMHA+nzByPSSEzW2buHpZoSZqUluhJIbO+8ImB1lRoKp3onow6k1Zmnokw5d6hJxazWqLdHUOJtlu5SZJw6c76RiQXG44S3ZQNVdvBNQzCzx+zLk4UdiszJ/3SVWZDDVke9p39pptuGu4uTrrQ3Nw80V1wMkycMnM8nDJzPBxeZn25c3snwYw/ILJVTT4cXmZ94RMLpUBL2UT3ZEyYlDJTakE5jARhDujObbdyC7co0WXDzNBtbgdd6aROLGa3MnPSL8OV2eRbHrdjFAoFM2fOtG07sX+cMnM8nDJzPCaFzHqWt7IiScDkqxE6KWTWF4FzoFkNrqaJ7smoM2llNlxaHcud267lZksuNkwlWprcdaLtWmZO+mQkMnMq0eOIJEn4+/tPdDecDAOnzBwPp8wcj0khM5s7d9TE9mOcmBQy64ugmWBQQk0JyLJlEWRyMGll1lIg6nq7hoPXlCG0t1qiHUOJtmu5WZOL1eVCW71IzjcUFBYlepLWibZrmTnpk64yG2p27iEp0b6+vkhDuJHU1U2+khBOnDhx4sTJgJg6oLlcbHd1527MhIZj4B4LAYsmpm9OhodvrHhubwRdHbg7J8J2T2shVO4Av/lDVKKrxLODKNF2jZsf+MZAfQGUpUD8mUPbz5oEbpJaop38OBiSEr1x48Yx7saPA1mWqa+vB4a+MOFkYnHKzPFwyszxGI7M2jtMHC6oZ2GsL1qVnSRraSoFZBGb6RbQ+b6+GhozQOkyYV0bKybtdaZ2Bd9A0FVAdSa4L5/oHo0ak1Zm1lJyQ8nObTZDXZ7Y9okeuz6NInYvt7B5QokuPTp0JVqa3JZou5eZk150ldlQE8ENSYlevXr1yHvlxIbZbOb48eMArFy50pmtzwFwyszxcMrM8RiOzF7YkcvTW7L53fnTuH3l0DJojjkNXeKhu8ZSycOsX+tATNrrTJLATwWKDqhJg5jJo0RPWpkN5zprLIIOHSg1nV4Hdo7dyy18HqR9KizRQ2WSW6LtXmZOetFVZrNnzx7SPpPvzm7neHh4THQXnAwTp8wcD6fMHI+hyiy1uAGA9LKhxSyNC31l5obOOtGTUImGSXyduQVDQz7Unpronow6k1Jmw6nHXm2RacAUUDrOdWnXcgufL56Hk1xMoQGVKyhdx6ZPdoBdy8xJnwxXZo4zgkwClEolCxYsmOhuOBkGTpk5Hk6ZOR7DkVlOVQsARXW6sezS8OgvM7c8jMm9gzGprzOPUPHckDex/RhlJq3MhmOJrsoQz4FTx64/o4zdyy10NkgKaC6DpnLwCh18H40PJP9qzLs2Udi9zJz0oqvMhppYzJl33YkTJ06cOARtBhOlDW2AnSnRDUXiuWdm7kluiZ60eIaL54aCCe3GeLI/r5aH3k+hulk/0V0ZPsNRoqszxXPgtLHrz48NjTsEJont4daLduLEgXEq0U6cOHHixCHIq2lBlsV2VbOeNoOd1PLtz517EluiJzVeFjk2FolEVD8Cnvo+i42pZTy3LWeiuzJ8huXObVWiHccS7RCMtF60EycOjFOJHkdMJhOpqamkpqZiMtnJ5M/JgDhl5ng4ZeZ4DFVmVlduKyX1dmKNHsydexJaoif1deYZLtxTze3CRXWS0J/MzGbZlmPg06MltHc4mDxD10PCHeA1iHXZbO6MiQ5yHEu0Q1xr4XPF83As0XlvQs4rYGwdmz5NIA4hMyfdGInMJt+d3c5paGiY6C44GSZOmTkeTplBq96IVqVApXSMtdKhyCy3hxJdVKcjMdhzjHo0RGS50xLt3cMSHXk5RFwMTM7yJkO9zsxmmRaDES8X9dh2aLRQe4KLD+iaoDan9+KIA9OXzErq22jWiwWfpnYjXx0v57L5DvSbNb7iMRiNxQ6XmduK3d/TuiYXk2WR5X4wdMUiO7fZALiPafcmAruXmZNeWGUWHT208ndOJXocUSgUJCcn27ad2D9OmTkeTpkJC+25z+xiZWIAz183f6K7MyhDlVludXeLhV3ERbdWg7EdkMArvPtnktRZD3WSMZzr7B/fZvLizjw+uXsZ86OHoOxMND4zwW0WlO8VSnTcmonu0ajQn8zSyhq7tXv3YJFjKdFDxerK7Z/oUJm5HeKeFjRdLE60N4g63P7xg++jUFuU6MlX5sohZOakGyORmVOy44gkSQQFBREUFOQsvO4gOGUGLXoju7NraG53jBudU2awJb2S5nYj209VI1uDiO2YocrM6s49JViUobALJboyTTz7xoBKM6FdGU+GKrPm9g7e3FcIwL7cmvHq3unhFg7+C8CkgNrJk6G7P5mllwtX7jOTglApJI4U1nOqonmiujl86o5C9R4wNAzczkHjoR3inqbSQMhMsT3UetHWMBdrTPskwiFk5qQbI5GZU4l24sRJn2RXNvPoppMseWwr1//vAP/4NnOiu+RkiOzJrQVAZzBR0dQ+wb0ZHUxmmfwaYYk+IykIgGJ7UKLLU8Vz2Jzen1X8AMWfQVvFePbIrvjiWDltlhjb0gYHOhf94sRzrQMm2homaZZ46DVTA1k3LRiAdw8UTmSXhkftASj/Hgx1A7erstzDHCge2qEYbnIxhcVLR558SrSTHwdOJXockWWZxsZGGhsbHcI65OTHKbPDBXVc/dI+1j+1kzf2FdJiiZU7XtI4yJ72wUAy6zCZeXlnHhnlQ6sB6IiYzDL782ptr/Oq7T9py1Cus+I6HQaTGa1KwdI4f8BOLNHlx8Rz6OzenzVnQf2xfhPnlDe28fz2HPvJMj4Mhjo2fnC42LZtLU9m9xh14KYGtWlAJVqWZT46XNzterNn+pOZ1Z07OdSLaxeLMm2fppQ6znk5SCm5TamlbEwphWprjeikcerY6OAw8xBrXPRQk4tZs6lPQnfuocrMbJZ5Y2+BLbGfk4ljJNeZU4keR8xmMykpKaSkpGD+kZTNcHR+bDL75EgJ17y8n/15dSgkOHt6MH/cIGJE7MLqNwQGktmb+wr529cZ3PfuUfuejJwGaWWNNLd3ruznVbcM0No+GMp1ZnXljg1wJzZAJKEpqtNNvBxtSvSc3p8NUnrn15+c4J/fnuIdR7L6WRiKzE5VNHOsuMH2usxRlGh9NehSwd0E9QVg6nuSvz+vjoc/Ps4970zseKI3mjCZB//+vmRW06KnskmPJEFSqBcrEgKI9HOlud3IF8cdJDP5AFnwPzpczIPvp/LTD45iqrJk5nYwJdph5iHhFkt0+TEwDcG6LE1eS/RQZfZpSimPfp7G7zedHMfeOemLkVxnTiV6nHF1dcXV1XWiu+FkGPwYZCbLMk9+n8XPPzpGh0nmvJkh7P7Vmbx4wwIutSSYqdd12KzS9k5fMjObZd7cVwCIBFVHixrGv2PjwN7c7laxnsm47JXBrrNcy2JAQpAHYT6uKCRo7zBT3aIfry72pr1RJNGBvi3RA0zuq5ra2ZVdDUBGuQPFn3ZhMJl9cEhYoZNCRAb10vq2iV/0GApKV9B4gkoFsgnq+17k+OSoyMpe12qguK6fBQJZhm8fEY+hKBbDJK2skYv+s4eXdg4tdrunzKwWsBh/dzy0KhQKiasXCmv0uweKRr2/Y0I/i1WHC+r47WdCOQmXalEadcgKdaervgPhEPMQ/0Rx3XToOuPPB0KpFQ9HGBNGwFBk9lmKGEOyKx3zHjDZGO515jjpCScBSqWSxYsXT3Q3nAyDH4PM9EYTv/z4OJtShdXhnjXx/OKsqSgUIrGCl4sab1c1jW0dFNfpmBbqNZHdHZT+ZLY9q4rC2k5r+keHix0jU/AwsSrRSSGeZFY02+KI7ZmhXGdWS3RCkAdqpYIwH1dK6tsortMR5OkyHt3sTflx8ewdBW5+vT8fQIn+/FgZVuNhjgN4C/RkMJnpjSY+tUwQH1qXyE/ePkpbh4kGXQe+7naegE3pIjKruwdATS3kb4eAhG5N2gwmvjlRbnt9orSRKH+33sfK2Qr7nxPbulq4+L8wCtl6jSYzL+7M4+ktWXSYZBr3FXDL8hhc1Mr+f1YfMrPGQyeHdY7rVyyI4Knvs0gtbiC9rKnbZ3ZJH9dZSb2Ou946gsFk5sykIFwLTgDQ4BaNrwNl5gYHmocoFBAyA4r2CSU6ZMbA7WNvGJ9+TQBDkVllU7vtft3UbqRBZ8DHzc7HxklMV5k1NQ3Nvd5piXbi5EfOve+ksCm1DJVC4h+XzeSX5yTZFGgrkX5iZW4iXLplWeYf32ay5LGtZJ3Gau3re4U1yao4f3GsDJ3BMSzrQ8VgNHMoXyTXuW6JqHOYV+N4ClpfWBXN+ECRmTvKTygsXRdGxh2rK3dYH1ZoGNCd+5OjpbbtvKoWx7DQDoPv0ytp0HUQ4uXC+uQQAjy0gIPERSssizLWBFSp7/Vq8l16Ba1dYoZPlvWTM2L3U53bx9+Hb3552pa3/JpWrnxxH/+3+RQdJpmzkoP54v4VAyrQ/WHNzD29i6Ic5OnCWdNFgrEPDjmANbrHddaqN3L7G4epbTWQHOrFf66dy82J4rw72BJEo27yxeDaDZ6h4rmlcsSHkGWZe945wg3/O4DRZMfu66fJF8fKug0FBRN5L3MyIpxKtBMnP2IyypvYklGJSiHx+i2LuMrixteTSF+hsBTXj+8EWJZl/v5NJv/dnktFU/uI3Qtzq1vYmVWNJMGTV84m2t+NVoOJr09MrqzJqcUNtHWY8HfXcM70EABK6tto73CQBEH9IMsyuV0s0dCpRE9EcrFWvVGENlgzc/flyg39WqIzK5rIKG9CrZRQKiSa9UaqmifQLX0MsLpyXz4/AqVCItxXLMSNhxLdqOsgvayp12PIi4AKNUhKCJ4OSiWUHobqU92aWBdBwn3E7zpZ2ocSXXIYCncL5W79nwEJDr0MP/xlRL9LlmXe2l/Iec/s4mhRA55aFf+6YjYv3jDftkgxXLomFevKBbPCAEjpEtNul8iycLkHkJSYzTIPfZBKZkUzAR5aXrlpAW4aFfPdqgBI6wjjqS1ZE9jhvqlrNdAxGRRGT3HfoXnk99bMima+PlHBruwasqsmxyJwX3yWUtrtdWGt/XuNDURti54dWdUT3Y1xxalEjyNms5njx49z/Phx+04O4cTGZJeZdaK7PjmYFYkB/baLtCgs422Jfur7LF7sEuv3fXrloBa7vmT25t4CANYmBRHt784VljjvD7tkDp4M7LXU4V0a70+AhwZPFxWyPMHW2iEw2HVW3aKnqd2IJGFLKhY5QUp0m8HEec/uYv2TOzCXpYo3+0oqJsv9WqI/syhgZ0wNItryO3IcbLI4kMxK6nXszhHn4pULIgEI9xHW3dIxXoiramrnzCe2c96zu3o9Vv5zG9+nD8FCJknCpVvjDvGrxXup73b7jt2WePZfniNqDqeVNfUem6xW6JlXwvIH4fwnxOtdT8Dup4f1u2RZ5o+fp/H7jSdp6zCxLN6fb3+6isvnRwy5pmlPmbXqjbZwj+lh3t3axviL68whEkrG3wZxN4HChQ8OF/N9eiUalYKXbpxPmGWRQ2GJ0c2SI3hrf+FpeTWNNjlVLSx5fCuXv7Cvz4zoDjUPsSrRQ7FE1xyE/LdEBYMubM3o3Nee5DQcBpNZTlUzaWVNqBQSay0lG4vs/D49ELUtehb8bQs3v3aQBp1horszIkZynTmV6HFElmXq6uqoq6ubdK57kxV7lZnJLLM5rYLGtpG7pbV3mGwroVctjBywbaTFilRSP36D/H9+yObZH0R5mV+dk4SLWkFpQ9ugSZh6yqy5vYOPj4jYzJuXxQJw2fwIJAkO5tdR4AAxw0PFGl+1LD4ASZKIs7g+23uG7sGus9wqIaNIXzeby2rUBC3svHuwiMJaHU2N9UjW8kf9WaKn/waSHwZlZ6ysySyzMVVcd5fOCyfeYll3NCV6IJl9dLgEWYZl8f62OGGrxXYsLdGyLPPIZyeobTXgplES5Km1PbxcxELGq7vzh3YwpSW5zLTzxPPxD8AsFJxNqSKefV6UD2dPD0GpkKhrNVDe2KUOdk02ZH4ltpc/KJ4X3gbr/iS2tzwKh/435N/2wo483thXiCTB786fxtu3Lbb9p0Olp8wyK5qRZQjy1BLo2d2SbQ3hGYuEku0dJjanVdDcPgpu1ZIE7pHgEQsKpS1Z392r45kXZcl5Ics2T4Lg+FmYzDJ//iLdbu7pm1JLMRjNHCtu4DefHu/Vr6HOQwxGM9+nV05sAlCPYViiDbXQnAv67skwt2RU2bZPVTimEj2YzDamiBw0a6YGMjvSB4BCR1iw6gd/Dy3xgR7Isqha4IiMZL7vVKLHEUmSSEpKIikpacgrx04mFnuV2fPbcrjrrSNc/t+91IwwO7FVCQ/3cWVlYuCAbSNsCsv4uHO/tDOXf30nXO5+c24Sd6+Jt/VxMEtST5l9fKSEVoOJhCAPlieI+sKh3q6sshzPqmA7OjqDkZSiegDb74y3WG3z7HyhYLDrLKe6uys3TIw7d3uHiZd25gIwTSpEQgbPMPAI6t1YkkTmWZW72LawL7eWyiY93q5qzkgKssV4O5oS3Z/Mimp1vGHJgt91cc5qERzLMlebUsvYklGFRqngs3uWc/C362yPbx5ahSTBvrzaoS0qhZwJUZdD0mXg6gvN5ZC3DRBlaQAunReBi1pJouW87ObSvecZQIap50FQl5JKKx6ClT8X218/3G/m765sTCnlH98KS+rvzk/m9pVxvfJWDIWeMku3unL3kTjM00WNj5soQTTaC1XW+9eF/9kz6lmJjxWL37Q4rkuiv8Zi6GgFhZrbL1yHRqVgd04NqXbiqv7tyU6Fc2NqGf/rsdAzlHmIySxz/3tHuePNw/xhIssleYpY+iFZoq1hLl3qRFc1t3eTi6NaogeSmSzLbDomxpCL5oQTbVlodGRLNIhFU+j0iHM0RjLfdyrR44hCoSAkJISQkBAUo5Cd08nYY48ya9AZbOVMsqtauOal/SNSpN8/KFyZr1ggYhYHojMmeuzr8r61r4DHvhYTxp+vn8Jdq+MB4XIO8H3GwCvcXWUGEm9YXLlvWhbTbWC0upl+fKRkSDVWxwJZlvnocDEbe8RGjYTDBfV0mGTCfVxtCmZcoEWJHuMyVwfyavnv9tw+XRGHglVmDbjxxy/SeeSzE90e71li4ftSoiub9OMW8/3xkRIqm/QoJJihKBBv9meF7gdrxurzZ4WiVSltv2milWhZlkktbuCZLdk2a95A9DU2Nrd3cNsbh2jQdTArwptzZ4Ta2o+1JbqqqZ1HP08D4MF1iUy1lNXq+v1rpoiFM2sYy4B4J4PPDHD1h5lXiPdS3yWjXMSza5QKLpglft/McOEKbVOim8rg2Ptie/lDvY995u8hZqWI5U19Z8Bu7Mmp4eGPhbvr7StiuW1F7OB974eeMusrqVhXbOP+KCrRJrPMB5YwmvyaVi5+bg+b004jN4WpHar3Qd1RqprbKW1oQ5I6ZQJAlaXcUkAikYHenDFVnAcH8yfeYpZT1UJ2VQtqpcTP108B4LGvM9id3amIDGUe8tev0tmcJhTXTallo36dNegMPPV91uDeaMOxRCusdaI7lehtmcIK7aIWvzPTQS3RA8nsaFE9xXVtuGuUrJsWTLQldKKwbnTv0y16I09vyeLbk+XjEm/fqUTXDtLSPhnJfN8+tAInTpwMmZd25tGsNxIf6E6IlwvZVS1c+/LwFOmCmlb25dUiSXDFgoFduQEiLO7cOoOJutaxi3fJKG/iT1+kA3DfGQncvzbR9tnapCAUEpwsbRqyNWtHdjUFtTo8XVRcOje822frkoPwdlVT0dTO4YKJmUw9ty2Hhz8+zkMfpJ62RcZ641oa729bLIgNsLhzj1GGbpNZ5snvTnH1y/v5x7eZ/OmLtNM61gPvpfDmvkLePVDU7WGd7HdNfuTjpsZTKywZ4xFm0GEy89/twgp9/5mJzFQIa1GL3/S+dzDqoGQTlH1re0tnMNqsTtbz0apE506Ay73JLHMwv44/fZHG8r//wMXP7eGpLVnc+eYRaoe5MGeVX3ZVC8FeWl6+cQEaVecUYywt0cKN+ySNbR3MDPfmrlV91wG+ZpFInPjRkRL0xmEsvMy5VjxnfMn/tqQCcGZSkK0czQyrEm0pF8X+54V1LWopRPVR5kaSYP7NYjvlbZubeE/Sy5q4660jdJhkLpgVyiPnTRt6n3vQVyUCW3mrUO9en0GXqgyjGMe+M7uayiY9vm5qlsT50WowcddbR3jy+yzMI1nM7GiB8s1Q8T3HLVbohEAPPF3UnW2sNYsDRfy6tULDkcL60/oto4F1AWFZfAD3nZnA5fMjMMtw33tHh7x48erufF7bUwCIxSKTWR562MIQefTzNJ7Zmm2ru90vVkt0ewN0DHLe2CzRneem1ZXbWqu8pL5tYt3TxwBrGN3ZM0Jw1ShteTEqm/QjXojui+e25fD0lmx+8vZRlj6+lce+zhjTxdolcf5IklgYqmpqH3yHSYBTiR5HZFmmpaWFlpbJV85ksmJvMqtp0dtulr85dxrv3bmEYC8tWZXDU6StloBViYFDiqtzUYv4Qhi7DN1Gk5lffXIco1nm7OnB/PysKd0+9/fQ2iY/WzL6dxXrKrM39oiJxJULInHXdk/upFUpWW2xTO3KHn/3o9f35Ntc1gFes1jMR8o+iwuV1ZUbuluiR/v8rWpq57pX9vPsDzm2Mh3vHyru5po4VGRZ5rODORRX1uPlouSn66b0evzloumcN7PTsilJ0rgmF/sspZTShjYCPDTcvSae+RphHT9uiul7B1Mb1KVAfartre/SKtEZTET5udnO5XiLjKqa9TSNRozoEPkspYQlj2/lyhf38dqeAsoa23HTKAnw0NDWYeKlXXkD7t9zbHz86wy2narGRa3g5RsXEOzVvXa3dSGupsUw6p4Dnx8rY0tGJWqlxL+umI1K2ffU5sykIIK9tNS1GgZPMKavhcYMaCsXieOCksGkR5O5EYUED3RZ4JsRLhZ3TpY2QksVHH5dfLDip/0fP+kCcPGBplLI3dbr46rmdm5+7SAteiOLY/144srZI3LhbtR18MuPj3Hxc3vQd5hsMjMYTTYr33haoj8+LDwxLpoTzlu3LeaW5TEAPLs1m9veOERV8zAn310y4B8raQCwxZjasCnRYhHCeu0dLaqf8Pu6dbw8Z0YIkiTx14tnMDvCmwZdB3e8eRiD0TzgPGRbZhV/+UosPP/63CT+domozfz+waI+c6aYzCJB3T8t4QFDIa2skU2pIoZ3Z3b1wFmkXXxEGAsM7tLdwxLd3mGyWeAvnx9hi9MfbZf/8aA/mXWYzHx1XNSXv3iOWEj1cVPjacnZMFr3MrNZZpNFWXfXKKlpER6M657cwbUv76d+DIwhPm4a21iyL8/xrNEjme87lehxxGw2c/jwYQ4fPmz/GRadAPYns/9uz6Wtw8TsSB/WTgsiNsCd9+9calOkr3v5wKCKdIfJbIsDvmbR4FZoK2Odofu1PQUcL2nEy0XFXy6a0WdMis2le4AJsFVm3+/Yy86sKiQJblwa3WfbVTYlenzLMnx8pIQ/WizuZ1vqsX56tGTEWS0b2zo4YXElXRrXmWU9NsAdSRKfj6YHwe7sGs57dhf78+pw1yh55uo53LVaWP9+8+lxKoe5Cm3oMPLl1t1MVVVx58pYHlyX2Otxw9KYbpZN6BIXPcaxZCazzPPbRBKxO1bG4SLriTKJhajv6kP63qmPzNzWWNpL5obbzm9PFzXBXmKyOF4u3dsyq/j5h8eobtbbvDReumE+R3+/nn9cNguAN/cWDmiN7jo2fnCwgFcslq9/XTGbWRE+vdp7u6px04ikcKNpja5q7uLGvba3G3dXVEoFV1k8b947OEi5vPpj6PPepCh/E+k1GRyPW0M6JuYpv+WKBb62OOJmfTOoS+hQFFHXcoJjr55LuqGBdP840n0iqGvr9HJpNbSSXp0uHg15pCeuJR0T6fufJb06nVpd58Tzma1plLRkE+Jfw8/OcyO3/lTnvtXpVLd2jlntxvZun3V9ZNSk8236KbIqW3h5Z45NZjmVzRiMZjy0Ktt11BNrLozR8vRo0HUuXlyxIAK1UsGjG6bzxBWz0agUbDtVzVlP7WRTaunQldsuSrQ1lrZ/JVpYoqeHeaNRKqhpMUxIiTwrJfU6TpQ2Ikmd9zYXtZIXbpiPv7uGzIpmvk2r6HceIssy/7f5FLIsvCzuWhXH6imBJIV40mow8c6B3vH27x4o5PW9BTy/PZdjQ4wJ/7/NneXdZBneGajUpCR1WqObB1Oiu1ui9+XW0tZhItTbhelhXkwNFteyI8ZF9yeznVnV1Os6CPTU2tyfJUmyxUWPVpmrgwV1lDW24+mi4uBv1/HSDfNZN0148+3NreXXfSSwGw2WxYv5x94cx1OiRzLfVw3exMlootFoJroLToaJvcisorGdt/aLm+IvzprSxWVXKNJXv7SPU5XN3Pi/g2y6bznqfqwx2zKrqG7WE+Ch4cykYLH6ZhCTd5VChataWIy6vg8Q7G3GjI7s6iqa9Z4Dtu2JUqHETd05UWvWd78pFtW18n/fp2DGzC/OmUVQFytWi6FzVXBpgjtmdOzNK6a0MREfVy3uGvde36fRaDiaVYeMmjOnBtlijnqy0lLW63hpI/WtBnzdx17W354s55eWGMebl8Xw6IZkznt2NxnlTXxwqNgWA94fNS16Ln1+b5+Tv7hAd0K8O/87F7WSMG9XShvayKtpxX+EtWS78v7BIn7z2QlkGZJCPHnuunnEB3pw7oxQdmfXkFbWxC8+OsYbtywasuVsY0oZ1W1m3DQablwaM+S+WDM/F41xwrsvj5dRUKvDx03NdUuioTIFBWaqZS++KoBHZbn3ok+PGtFdyyJd0iO0ICHIg8omPTlVLZ0ZhceI9LIm7nv3KGZZWHseu2Rmt8WJM5OCmBnuzYnSRl7elc+vz03q91gajYbCWh2Pfp8GSDy4NtFWX7gnkiQR7uNKdlULpQ1ttszxp8vvN56kQdfBjHCvQa8dgCsXRvLvbTnsyamloKaVmIDeY4OuQ8eJ8mO0l+ynQpVHRlUFx0qrmYkRhSKXCxPKbW3LW8r5IutTXD3yWKXfxmd1VaB2g/iVkP4R5yeej1+4SHJV1VrFh2kfdn6RVgt0QN4WSHmds6ZdzDK3ZVQ0tvPu4XR0yl0kx0fwTW5v19w1MWtY474GgCZ9U/fj9uCSxVN4Yxv8Z1sOT6xxx9dNQ4YlRGJaqGe/16m1KsNoJZTclFqGwWRmephXt5Jal82PIDnMi198dIy0siYefD+Vr0+U89eLZ/bKGt4LiwImS0qbUjin6yKO2dRZ4ztIWKJd1EpmhHtxtKiBI4X1/d4fhkuL3shlz+/F203NU1fNGdTLyxrDvDDGr1ud71BvV25YGs3TW7J5Z38h588I7nMecrSogfTyJrQqBb86Z6ptDLpjZRw//+gYr+0p4LYVsWhVYvGqsqmdf37bqRC/tb+w94JDD/bn1bL9VDUqhcRvzpvGX75M58PDxfxs/RRbpYSuPP51Buc3uTELoGUQryRJbUm6KO7vVg+zM5OCkCSJKcGe7M6p4VTF+Cwumswyu7Kr+fBwMXtza5kR5s1Fc8I4e0YIXl3DA4ZIT5m1d5h4ZZe4ljfMCuvmMRPt587J0qZRW9TZZKkAce6MENy1Ks6aHsJZ00M4XtLAZf/dy+a0Sj48XMxVFrf50WJpvD8v7cxjj4MmFxvufN+pRI8jSqWSZcuWTXQ3nAwDe5LZf7ZlYzCaWRTrx4qE7jWdYwPcee+OJVz2372klzfxyZESrl7U9+BoTapz2fwI2ozNvJr6HhWWm92ckDlcnHQxAB3mDp7Y94Rtv5y2GppUdXya7U2TKpjpgdO5YvoVts//suMfaFQKVH0kZJjiP4VrZ15re/3sgWfpsGTklGWZT4+WUiXriAx0w6RtAaba2j5/6Hl0HZ03FpV3AbWtBn7xzT7OTEzijvl32D77If8HfFx8UIcl8vYX9cjA7Sv7jo8ECPZyYWqwJ6cqm9mTW9OvAjBa7Miq5v73UjDLcMX8CP5wQTKSJHHL8hh++fFx3txXyG0rYvt1RwURE9/fjfayeRG93osLdBdKdHULC2P8+threP3/7caTyDJcuSCCP180wzaR0qgUPHP1HM5/dje7smt4Y18BtywfPAmS3mji2W25lBpD+NW6BFpNdbQ0d66Qu6nd8HHxAcAsm23nKoCHWzNGasmoUlDW7IOryhVfV6GEyrJMeUs5/eGicsHPtfP/KGsuo81gorm9o9sijtks89TWI4CS25bH4qFVUZ6/HRkz+wmnvKWcXXlZJAQJq4lGqSHALaCXEv35sc6ySD0Vt4RAD/bk1JI7xpboisZ2bn39EK0GUWe4pwINQtl9cG0it795mDf3FXDHytg+F1+USiV+cTO467t9GEwS588M5cEuLs59EWZRokfLEv1dWgWb0ypRKST+7/LZ/S4cdiXC143VUwLZfqqa9w8V97lIUNFSQWp1JlNlGX+NO96aUA4UNZEgx5CsKCS4aAfMvgwAV5Ur0V6R3KDYSJRUg1HhgmrZg+AjvF88tZ2WcReVC9HeXbxivKMhZxs0FEJjGV5aYd1+YUcuRqOSxOBYVsTGI9FbyfXWdiqhaoW6+3F7MCMokZxiE3tyanm/0JU3b13EX7/KAHrXh+6KzfvIklDydCtUfGgJI7pifu9xalqoFxvvXc7z23L59w/ZbE6r5EB+HX+6cDoXzQnv1d6G5Tqr1ZloajeiUSnw99JTo6sR12HhHjC0UKH1wKx2gWbhlpwY2sHBolq255xi5VQtge6dFSoqWyoxyX2HHKgUKoLcO7PxV7VWYbQo8p+nlpJWWQDA2c8U8JeLZ3LJ7Bm2ttWt1bb7HsDGYycw0sDiBH/Km8sJ9ewMV1k3w5WntrawP18mv7atz3nIW5Ys+BfODrPF5wNsmB3G/20+RUVTO5tSyrjSkiX/z1+m06w3Eu4jFla/OFbGb8+b1u/isSzLNrfvqxZGcvOyGF7dnW/bt2c+lY0ppby4M4/Zai9mKSHtVBbTk/s8tMBnpnhIErIs84Mlqdi6acKSnWTxKjlV2TTAQU6f8sY23jtYzMeHiynrUqZud04Nu3Nq+O3Gk6ybFsSFs8NZnxw8aCJW6D13bLS45x8sqEOjVHB1Dy/AKJsl+vSVaL3R1Oky3mPBdlaEDz9bP9WSwySdxbH+fS4kjpRFMX6oFBIl9W0U1+lsY4gj0FVmTU1DO+ecSvSPgJNVJ7ll0y3k1OVw+9zb+ef6fw56M/w4/WN+/t3P6TB18MRZT3DNzGtsnz138Dn+vPPPuKvdeeXCVzgz9syx/gk/eorrdDbl9+frp/Qpv7hAD+49I4G/fpXBs1uzuWReuG0F2kp5YxvbTlluVNNd+F/K/2jSi8FCISl6TdYUUuek1MdVCyhobjeJtl36kFnRxP92FZAY7NktbtVKz+NKkmQ79snyRorr21EplKxPDun2ndZ9u74XH+hJXWs9edWtrJ3SedzG9kZ2F+2mw2Tig4NVtEnRXDFrNUvi/GyWbGufu7oxrUjwJ7OyiZ2nqjm/R8xtz7b9MVDbpvYOvj5ezqcppRwsqENC4ryZITx+6UwkSeyzYVYoj3+dQUmDju/SKjjX0o+ecq5p0fOmZeL03LXzupVxUSsUeLv1Xi2PC3BnV3bNaZe5OlXRzL3vHMVklrl0bjj/uGxWr/4lBHny2/On8YdNaTz+TSbL4gMGdK8FeHt/DnmNx3Bzr6JCPsKLR7q7Uc0Pnc+GqRsA0Bv1vHTkJdtnBbWttKhKOVil5aUjB5gVPItLp10KCIW7a9ueJAUkcfWMq22v/3PgRd4/VEhdq4FQb1dmhHuRGORJUZ2Ok3UyodqzuHFZDACvZ36KHgOnXIy0mL7l/3YfscVZRnlHcevcW8FsxCzLbM09xot7XuNongoZby6eG97tPJEkiYQgD2RkcqqaBzzfuv7fg52XPdu26o3c+vpBypvaSAj04Pnr5qFWSr2UI1mWOTMpkOlhnpwsa+KlnXndFE1r27IGHZe/8iZVhhpigs3MnhrNG8eO2dr5ufpxUdJFttefpH9CrZxOi7KWz04dQ6fqvNa8tF5clnyZ7fWmzE3d3KC74qZ246oZV9GiN/Lo52noFIdYPU3D/opK9vcwfGmUGq6bdZ3t9eaczZQ1l+Ef1EhLTgEvHNqGb+A0NEoFCknBTXNuAiDON45pIfOY0abF138WGw/OQ6OPICgomFuaHoOs74WFU6Ek0iuCW0pPQHs+etmN54If52dn3Nln30M9Q7ll7i3d3zSa4aufQVU2BE6nsqmddw8WocSbpzf8lOU9Fkz7wtfVt/dxe/DXi1s56+kf2JpzmM+PRZBuSyrWdzw0dGZUtyaUPB1PlvSyJtLKRFbz/pRitVLBg+sSWZ8czC8+OkZ6ubBKS5LEhbP7WeC0KLDF9QZkTPj6H+Olowc6r8PjHwDwdkAsLamv2XYr7WihRVXG13lapmcs4a4Fd9k+e//k+9S39510LMAtgPsW3Wd7/Un6J1S2CgvqR4eLaVG1oVEpKOkwc9tHWymp+RX3npGAQiGx6dQmSppEKFWr3siuijxQQVnHKd485sWvVvzKdtwjFT/gH7KHgir4w+YCHjl7DbE+sTbPq5oWPV+fECf8DT3ClTQqBbeuiOGxrzN5aVcel8+PYEdWNV8dL0epkHjpxvn88uPjpJU18dGRYu5c1bcHx5aMKo4WNeCiVvDg2kSUConrlkTxz29P8fb+wm5KdGFtK7/bKJKOtWsDwAjbj5zgeHiRLaFfL7qMO2llTZQ3tuOqVrLU4uY8xapEj6ElurhOx3nP7qK5XZxH3q5qLpkbztnTQzhaVM/GlFKyq1r4+kQFX5+o4NwZITx/3bxhLSiVNbRx06sHya5qwVOr4sUb5zMluPt9McaqRI+CJXpbZjVN7UZCvFxYEuvf6/M7V8Wx/VQVB/LreOiDVD76ydIhLUAOBXetijmRPhwurGdvbg1X+Y2updvesDsl+uTJk9xyyy3k5ORw++23889/Dq7wOekfvVHPhvc2cHb82bx/2fs88O0DvJ76+oA33JNVJ7nu0+t47rznWBy+mEs/vJR5ofOYGjCVzTmb+cX3v+D9y94n0D2Q6z+9nkN3HMLfrfeF6mT0eHZrNh0mmZWJASyO6/+/vn5JNC/vyqOssZ13DxT1sgR+fLgEswwzooz8UPQhbcY2AtwCuGHWDXi7dLdIaJQa/rD6D7bXe3NrOHj8AH4md/6wek23tj9kVuPZcQ01ZRIP3Lqu26p4Xzyy8hFA3Hg3bNuNj9HII+cl9Xkzf3j5w91eH42t59Ln96KrUXHjrPW2913VrqyPW88/t31BVUsjrto03Pxb+dOOzQBcNPUi5obOBSCnLod3TojSMgWGVhpVpbybqcJ1eyySJHFe4nksCl8k+thYyOupr3frQ22LHqNZJtjLhfVx61ketRwQ1syXj74MiHi3YyWN5FW32EpouShnctXMc/i/y2dT317Lc4eesx0zMKyG/II6Hv7uMw7WRbIschlnxZ8FCHfNZ/Y/w+6ceirlRsL93cnR5ZCbJsbGWcGzWBMjZNLW0WbrA0BuWy1Nygo+z/HE/UAU0wKmsT5e/G8dpg7+e/i//copwS+B8xLPo6pJWDDLjJ8SHeRGRFQ0/z64s1vbGJ8YLpx6ITcsiWZbZhWf57zBxW98wx2r4np5J4R7hnNZ8mW0d5h4fns2bcrDLIkJRJK0uKndUCs6FwOsIQMgFLiuFrgIb1cUcgMtbQq8tF64qrq7T3Zt25Ou4QVGk5nv05poaFGjQE1lA1Q2tLDrlA61SoEk+3LTshi8XUW/vFqqMCDh4xeHosWd8gYF3lPEd7mr3alp0bNxVxZyQS7HdTlsaRALGKH+rmS2HuZPO8T/YfXmsNaK3lr6HH/a0bf13urNUVDTSm2rnm8Kn7dZwHoS6xNrUwgB/rHnn3x4OIe8mlZcXZXMSo7i6YPbbbLo6s3x9P6nadQ34h/aQmNVGU8eUFCjiMbTRU2QexD3LLyHxrYObnntMGXtKfh4mjhzRiRlLd3LRulN3eOpS5tLMSuqMUo1FDa2U9jYGaPv79p9TCtrLrMpJj3x1IjJ51PfZ1He2I6PVytTwswUNvaO/3RRdU9uVtlaSWFjIe6uMm6u9TS0d/BVegfzonxRSt0XHFfFnQV55eRV1vLl8XIUEpx3+S3w7vPCmvnDX8E7AiqOw5HXkZH4acc9HKtP4Gc9+nGytJF6nYElcf69J6szL4fNvxVxuyWH+G+KOwajmYUxvraYydEgwlfDnKmH+f5UNr/9wg3JJJRSW41oXR0UH4Ap59iUGxe1kmAvLZVNeorr205Lif7oiDg/1iUHDRo2kxzmxab7lvPHz9N450AR/92ey4ZZoX3PBS2W6Ly6VlqV23F1a0chheCudoeOdkj/HADPqKUou4wHU4LcUMiN1LWAUup+nnhqPTHLfcdEemg8er1uN7bToDNQXq9AIblz54oE9uXWkFrUzhPfZ5FS3MCjG5JxV7vbxqTcynoUZnfCfFyI8A5Aq+r+37pr3JkT4UdedRFb8w4Qd6IKlVKBj4sPoR6h1FTPx2AyMzvSh6M1G9le2t1y1q4wYdBmkVrrztcnE/n7N8KiPC/pBFuLcwgMraepsox/7P6WNk0CkiThqfG0zQ1NZpmff/k8TcoKZscH8H5GNgCtCiM6dRa7y9UcK57B7EgfDEYzl7/+NGXGIqKC3CgM0vFsjp4UxVE2bfobm7LDeP+6R219+zLrS1xVrqyIWmH73VstWblXJgbYvJus9ddrWvTUtuhHJRypK7Is87uNJ2luNzIl2IP7zkzkrORg2/cvjffnnjXxpJc3sSm1jNf3FPDNyQpe21PArUMsNXeqopmbXj1IRVM7wV5a3rh1EUkhvReuovzE4khRPzHR+TWtlNTrWJEQMKhOZHXlvnBOWJ+hGkqFxJNXzeGcp3eSWtzAv3/I4Wfrp/RqN1KWxftblOjaUXcXtzfsSonW6/Vs2LCBs88+m/fff58HHniA119/nVtuGXiFtSsmk6nbyrrZbLa97lr3y2QSrjoKhWLM28qyjNlsxmw2k5UlsvFOmzbNZknoqy0I14KhHHegtt/kfENjeyNPnPUELkoX/rLmLzzw7QO2gbKv3/Hy0ZdZE72GW2bfglKp5L6F9/HW8bf485o/8/yh57lx1o02C8OFUy/kk/RPuG3ubd360Ndx++vvYG0H+9+H03a48uzo6CAzMxNJkkhOTkahUIz5edLz/ymta+Wzo0WAZBvo+murVsB9a+L4/efpPLcth6sWRuKqVmI2m/niWBnPbc/BRD3e/sdpM7gR7hXOtbOuta1uDySjMC8tEjKl9W2YzTKShK2ttVSI0SzzfVoFl84L71dGJlliS0YlHxwqZld2FcgyM8N8uNWi8A92nswK8yLQU0t1s54H3zvKPy6bibtWhVqhJlA7g7RTNczAn4VR7biqumcntf7vXa14Ed6uqBUSrXoj9ToDfu7aftsiQ12LnvcOFWE0yyyO9WdtrNytrdkssy+vlsMFdVijvfzcNUwL9eLm+XO5NHkWIPc67qwwH44W1lPa0GbLUGs9boepg2a9niNFVciYmR/tR72u3pYastXQamtrMps6rXgyqJU6kJqpaNZT1+ZBa0dnW7Ns7tYWa5csx20xtNDSbuCONw5S1qDD20vP2TODaGpv6NXW39XfJqO/XzqTzc/oKG/W81263LkabmnrpfXCbDbz1t486logzCOZqyOmEO4RyqJZi1AqlX3KXqPQ8NOlP7X91+0GI+9t/RaTSeKGGesJ9NR2u+a6th1ojPjbV+lUl68jSK3ghevnk1Zaz8eHS8ivawO9RIBayc3LojGZTEiGFu5taQC05J7xRza/mouuRsFP5p+Nq0YkN7rgmV14GfI4x9uIqyKOM+PnEhnYgo+rxZIrg9U5w2w2E+vvioRMY3sHRpNZuPNb5/BSZ9uqpnYu/M9OmtuNxMRWsiLRT7gW9tG262/elllFXk0rSoWw6Hlr1d360LWtldgAd4I9tFS36HltbwHxgR6sjnejzWDkrjcPkl3ZyHy3BK6YHc785OlolBqQxe+TFBIuKpduxz034VxoLyY1KxMf2YvLps62tdUoNd3anhV/Fu3Gdtv/0/W4KoWKEyUNvLEnFwXw53OuYmaEa59tlQplt+OujFrJ/ND5AHiYy3h2axb5hRr+uG4xLmoxHeocm7WYzTLfnShEYjrXL4piWkSAqBl96GXY/SQmywmtANrP+gdffx6B1KCjukkonAqFguI6HZc+vxejyYivm4bzZoZx8bxw5kX5IssystoDKfliFMffo+3Aa7ybeiESZu5f031B8XTnBmqlmhvmLaC2oIYWw1EqOzzRKN1IDPIQx/j4dpR5W+Gcv8OSu23HjfRxFUp0nY7ZEd4juoebZImNlqR6l88LF9fRIHMDtVLBz9cn8tnRIjLLGzmYX8fiOP/ebd1jaA6/mBe3/Bez1EyETxTXzryWBL8E5LSNmPUt4BnFnev+jmQ5trW/Ww7soKi+jalei7od95Y5twz5Hn79rOuRJIl/b83G23SKpXF+/PnMJSjWKfjwUDG/23SS7ZkVbM+sYGZ4BBvmLOb8WaGkpB/Hx1TF3Qumcu/SKb2Oe9m0yzg/cQOpWR9S3pxHc4ECXw8TDUENuKhcefdAERJmrlsUQWnbQRr1lhrlXcbxaREKUgta+dkHx+gwGYnwdmVJvAt1bXWE+5lRqVup1zVztNiF2EB3TJZSayaTiU+OllDaWIdao2NauII6XZ3tuHHBwjr81v5CZoR58sTmTPLralBrdJyZHEBjnRKQ8HJpx6xrZnNGLu8eKOLqhRHIskxDWwOH6w+TXrKbcz1VRPtOZWu6cJG3unKbzWZcVBKRvi4U17eTVdnCEnfNiM6//tp+fbKCHVnVaJQSz10zh7hAj24ytradFuLJ9POmEe7jyqOfp/GPb9KYG+HFnGi/fs8Ts9lMWlo6f/0yjeomVxIDvXj9tsWE+7j22d9ofzcUmCmrb6XDaEKt6n6u3vrqAfLr2tgwO4zHLpmBm6WOds/rvkGn54dM4aFw0ZywbudU17Zh3i785aJkfvpBKv/5IZvVUwKYH+03pPFElmXMshl9hx4ZGYVCgUqhQq1UI8syi6J9AD27c8pp60hCkqRuv9lV7YpkceEfTXmebluAzEyx2BQa2tujsi/sSon+5ptvaGxs5Mknn8TNzY3HHnuMe++9t08lWq/Xo9d3rnRb/df37t3L+vXrbcHhxcXF5OfnExoaytSpnXGWe/bswWw2s2TJElxcxCpkWVkZOTk5BAUFkZzcGcixf/9+Ojo6WLhwIe7uQtmoqKggKyuLgIAAZszojHk5dOgQ7e3tzJs3Dy8vsdpUVVVFRkYG3t7eNDaKgS4pKYkjR46g0+mYM2cOPj4+ANTW1nLy5Em8vLyYN2+e7bipqak0Nzczc+ZM/P3FhLS+vp7jx4/j4eHBggULbG1PnDhBQ0MDycnJHKs4xpKIJRjbjOxK2YWLiwvp1em2tidPnqSuro6kpCRCQkSW2ZSyFKappnHgwAGWLVvGovBF/Hnnn8nIyOBg0UEeXda5ojgncA6fHfmM5PZkVqxYYXs/KyuLiooK4uLiiIoSK1EGg4F9+/YhSRKrV6+2tc3JyaGsrIyYmBhiYmIAcdHv3r0bgFWrVtku5vz8fIqLi4mMjCQ+XkwyZFlm165dAKxYsQKVylIqoKiIgoICwsLCmDKl8ya1e/duZFlm6dKlaLVCYSopKSEvL4+QkBCSkjpdF/ft20deXh7h4eFMmyaSkpSXl5OdnU1gYCDTp3fWiD1w4AAGg4EFCxbg4eFhk31mZiZ+fn7MmiWy3mbXZrNj7w5MehP+cf5oLKvybY1tNBQ1MD1qOisWif8yrz6P/3yyiamqBvQ+LhS3mSk+Be1N7dQX1jM1bCprlq0BoLChkB/2/kBbq55gr2ryWzr42ed5nBHjy569BWRWutFuiuXMKQmcNU1JU1EDccTRUt+Ce7A4r5ubmzl69CguLi4sWbLE9tvS09OpqqomQNlGtcmNyuZ2vFRmDh06hEql4mhRpwvSzkPHCGzNIyEhgYgIEfum1+vZt28fhwobeL/Yw5YpOlLRyJwAmevXJNrigDs6Oti7dy8Aa9assR03Ly+PkpISoqKieHSDGPw3p5VjKDnJhtlhnL/+TH71yQmMJlga4EUyfiwIWUB8ojhPNEoNu3aK82TxksX8cvkvASguKqbx2D5SamWmeSzmpmUxqBVq2xixcNHCzrbFpTzx8S6SjYkUmL3JyIa3NGqM0XuRzCZikqaTmX0Gp/JriZHaODsclk6PZt1y4f6lUqhsY8ScuXNsx62qqiI7MxtT2Bw+KZSQmkNZHT3fNkbMmj0L1/YLcdXnMj9YwaVeLrhr3ZkyQ5zXHhoP2xiRPD1ZuDECTQ1NHGs6RQmlZLd6ceOsNXi7eNrGiKRpSba2LU0tZKdlo3XRkjxXjH9KScsjr36DVFlJtGsgf7vm10T6uaFr1XHq+CnUGjUz5orxz1XlSkZGBtXV1SQmJvKX9ffw6OcnKSqAGwO98HLTMmu+uAa0Si3H0jL4Yft+AhXu/Gz9tQS3FdLe0M7u3btRKpVDGiMO7NvDcvcadrUEUlSnI9BTO+wx4os9x/g+rQXw4akr57BmahBSRQbJCxWoQ+ezJauOpfH+6OqrOHkkjxB9HklmI/jFE5eQxGL3g7TpDRzIrqCqTeZ3n53Ey9xEpKcrQVNu5561C3Fx9cYsm9m1ZxcGvYHZc2fj4eGBUlKKMSIjg2SXRk62X8ZlU5YzNcSLI4eO0N7WzsxZM/Hy9kIhKfjj+4eJMxbTotSSlb8GX7MfT101h9LsDFpbWkmekYyvry8KSUFdXR0nTpzgVG0HGTnL8AKevHIOEaZqmpuaSZqWhH+APwpJQWNjI6mpqbi5ufGTBT9BtsyWF3CYLw7lcKBeS2WpCx+WSuw48A3hpnJma9VcM3cuQW4uzAmZQ0ZGBjU1NUyZMoWwEDF5a21t5dChQ6jVapYvX05DtD8auQ235lZqT9V2GyPa29vZv38/CoWCVatW2WR/6tQpysvLiY2NJTo6GpNZ5rLndjJDWc7UYE+untd578vJybGNEXFxcbbzxCr7lStXdipp0S6cdC8hV6clJc+T2yyWJWvbZQumc7y4nhZdMwlu7SzzqCY7O5upK38OhlbQN7Gn1g+zLLFk8WJcF15HzJ5ttNZV8fX3P7BwWizJycm8sisPg8nMDFUlKoOZjw608daBIiJ8Xbko0ZVpbq3E+K5nBu+hTP8MtXEtZwR2YCpPpznMtdc8wtfXl9mzZ9t+83DmEcGtQSx3C+ZERy2FykNMCzyf1uZGju/dgkdeNQsA9jwD82/hRFomDQ0NRHsoOIyIi25qaiIlJQVXV1cWL+6sf93XPKK1tZXDhw+j0Who9IylXtdBsJeWQGMNu3ZlkpiYSHi4cOtua2vj4MGDqFSqbvOIqpICLgtrYXOxzGt7Clgc599rHlGpb+WNzK3UNsgsVoRwXfQGEvwShOyPfcxuFoPPElZJnUFF1jFicaCRonqxCLw83n/E8wiNRsOnKaUEKlpY4SGMJUlJSVy5MJLkMC9e/PBrSuqaSS81c6y0ib9+lUGgooVZqkamuXR3U+85j7htyVJe/U6DpqKCxLgAls1exqGCFkobipjnWodfUy5zks7HxUPMY+tr6ynIKsDDy4MLzonkihcOYjCZmaqs4aqEQJZHnYOrl1h00lceIysjB5cyH249ay0qS7bsQ0dS+PK7E4Sa53LdkkSuWxRNc2MzOek5uLi5sPCMMO566yhfHCtjhks9Bw5kEW6ewc/PncWaqcG0pm8nK6sVjdoL7yV38uqeAv6w6SQuLaX4KfUkBCdQ71qPvqWQvLxj7Kwtwlg1FaRE1kwVsemZmZlUVlYyw8dIUb2ZzIpGZoe5cmD/ARRKBStXrkRCQpIksrOzxf0hNoboaOHabjAY2Ld3HwCr16y2tc3Ly6O4uBj/0DD++HkhMmbuWhVHScZRSjJgxcoVqJQqJEmioKCAwsJCwiPCSUhI4PolkezNqaYy6yhPvb2Jf913BYHeHkiSRHFxMXl5efgG+eIZ6klFUwWbDxzEs72G6a7tzJ/lT63ej3BmUVZWxqETh8hsy0QVLP5zWZZJ0JahlCX++F0ql845l/lh86moqGD7oX3omrfRqNLxdhp8na/hytAwPJRKVOEqVk9dzZKIJVRVVfH25h/wl/ZS7WPkq/w0vs6X6CjuQDbIqMJULEtcxsroldTW1qKtOcmiwN18V1/N5W9/zm0rYlFWyJj1ZlQhKhYlLuKM2DOor6/n4NGDHKk5AmFgNBvJr2mhIa+DeC8PPCNVzE8QYVdNTU00Fx0jTruVo+31/Oq7XcIwUQm0AQHw23N/i1qp7jZGdI0f7zqPGGyMGE1dY/ny5VRXi+SfXfXLgbArJfrYsWMsWbIENzfhZjdr1izS09P7bPv444/zpz/9aTy7NyokJorEK+Plot6kbyLWp9PtRJLE6nx9W70tAU9PmvXN3RJceGm9KLMk49AZdUR6dsbBeGm8qDE4Zha+oSBJEn5+fsTFxY2azHLrSihpLAEjlFeVg9WTrBVogQRjgq1tVUsV6ZV5IEGQv4aj5UfFBzrRNsrY6SpT21YrXBr1kBjWwqmcMj5LyyelwA3fJg2yFMvda+L5xVlTkVnACdMJ26LOUFAoJAI9NVQ3iGyt04PEAkRtq4EGXQcKCcwypJc3sWFK70QVeTWt7M6poc6oIchTyxULIljsp8fcWk+I9+C1qrtywawwQr1dueetQ9S2GnjvYBF7W05wpLAeD62asxYm09ZYi1al7ea2a0WpUKJRi8ULF5ULMQFepNa2cTCvhbtXu/Vq66IWQvruZC1VTUbc1B78bu0c/rU5i+/SajCV17M0xoc/7DlMUbMZD407v1qbQIhcT0CAb58ZxBWSwtY3V5UraqWaM6aG8VlhPV8dr8ddk8nF4UKZadR18OGhOpR4cfvyeDx0FXi5ehHl3Sn/fPJt/bW+X2eqo9qrGq2iBQwBSOZA/N3cKabY1gdr20YaqXKpwtXVlSjvKCqb2rn77SM0lDbiq5T4/YZklseKhcgWZQsVLhVoNJpufaiiyrZ965IFfJliIL2ohrSSNs6dFWxrK8syf993WJQz8XLhknmR1FRpMBgMFBQUDOkcsOLlqoIWEdtmjUseKmmljWzLrALc+Nn6KbZYdBDX/sJYP1YkifeKiixlXUoOiufkC5EUCmL83cgoM/DnL9PIqxeupYvi/bkoNoCI0BBcXIX7pkJSoFaokZUybmq3buelJEmEeLmQ3u5Cab2ZuZFuaJQaTEoTrmpX3NRunChpZHN6BdEKOHt6CJWn4GihjqtfPMqvFqjxUatxVbnajtuKcP/bmFqFgkAeWpfI5fPiOXq0EbVSbTsuQDudyXS6us9H+Xlz7aI4bvKP4JvcNjamlNGq16FQS1w2P4Ll85Jt/R8KYZYY2/pWA+YRlld5a18BJ0sbme+isJWoGwkqpZBvblorL+zI5brFUd2yDe8t0PFMahw6k5rrlkThorYsFHqFwiWWEIidO8FshpliwXF6uDcH66qoahYTsNoWPR9YkmldtSAKk6mDE+0BfHuqnpL6Nt4/VEO0qpHY8GD+7BmLe3M+j6tfoSXxF2MyR1AqlEyPmUJa4QEMdcWY3L7kjWNHmFJYhNVJ+XBzCXs33oJeMQ9zm5kyfTNNymo+y/LFQAjx+nhcXYUcUytS2Vm4E32ZHnOrmaMdR1EVimmlWW8mpj2GIE0QHx0pwSAVEhxWyuZcX0wtJo7qj6IqsbQ1mIlqiyLIU1gjT9WcYnPuZgyVBiStnlZFBR+d2kbotkR8NGrCdeEEugciyzJfZX9Ffm01mN3wVCeSFGxRStvqIWcLMAeC+85ulRDkAVn1Nk+qkXK0qIH8mlYi1UpxzC7MCPfmqoWRNOnaqdJG8HVGPQcL6pBlCPTQ9qqn3pMrFkTwxpYUStuVLPYKJNonmkdTDwMiSaFKqSDYIxhvbzHOuOhdqHepx8fNhzmRU7h8ThsfHSkhOcyLuEAPAt0D8fMWuTSuXwh/TC+noFpCMgUQ5u1GSb2O57fn0NTeQZBHCD89cxkuaiUNcgPVLtW4ubixMHkGs8MaSCtr4q39hXhKsGHmVG5ctBCApqBpVCLh0tHGn85fTUOzN58fK+N/u/O5Y2EAi7ynsHDqQlILt1K4L4XS+iYMijzcvNNoMU0nCLEAVt5STqXpII2qKl497k1hWzCUABJsM2/jmhnXMDVA3JMqWyvZkboDCix/nAkstzl27NjB5cmXMyNILPjW6Gp4evMmctqr8PXSUK+MYkehWMTfIe/gwmkXMi9ULD7Vt9ez48QOEI4U+IaaqChopspgYsPrB3jmsltYEimu/0Z9IzsydkA1yGaZ76orCJNdCfLUIkuGbuE3MjJ6kx59R6eyplXJdHSYqGhu6ta2sqkdmQ48XEwgy9Tq2jlYoGSKvydBQVo6TJ0ed9mVzch0kBis6UzIagLM0GHs6JbYTkYmMUTL3jYT9W3tfH48n3P9Q5DMEh3GDgymzpAbCUnsazHaphQ34N6sxFepwbOHKqlSSCL0qUVUzrB699k7kiTZdLSqqqpBWlv2kSe60nwXfv7zn9Pe3s5zz3WJEwwMJCsrC1/f7pOjvizRkZGR1NXV4ePjY5fu3DA6LtrDafvrLb8WWZbPesLWNubZGPbftp9wr/A+f8filxfzmxW/YcOUDSiVSnLrcjnnnXM4de8pQp8MZfN1m5kTOgeALblb+Puev7P5us2T0p17tNvuz6vlpje/4baV7iyO9UNSSN3kKZtlZgbPxM9d3OS2nsrkhjc2olYqeOGGBXho1d3aTg+aToCHSDxT0VLBqepTIINZgl98dJzSBh0g46pU8tcLzua6xbNGdE5Zf8cN/zvI3rw6nrhiNpfOE+fPx4eL+dVnaSyK8aO6RU9BTQvPXD2bC2aFd5PRTa8eYHd2NdcuieGPG6ajUvbtGj+c86SisY173z5MSnEDZosv618ums51i6OGJaP0skY2/GcPLmoVqY+uR6tS9mqbU9XC+c/upMNo4vFLZnHV4mgOF9Rx11tHqG+1uJ4iER/owQvXzyc+0H1EY8Rrewt57OsMzDLMjvDi+Wvn8cb+Ql7amc+sCG823rPM5go+1DHigmd3kVHZyv9uWsDaacGD9iG1pIm73z5CVbMebxclT181h9VTg4YtoyOF9Vz23z0oJZlN96xgRqQYx1/Ykcs/vslArYC3b1/CIktt65GMEb/55DgfHi3lZ+un8sDaxCGPESX1Oi54dhdNbQbOmxnKv6+db/sv+r2WDTqkf01BYWyFO7ZB+Dw+OVLIwx8dt51/D61L5L418UgSwxojfvXJcT4+WsZP103hwXWJ3doCXP7CPo4U1nHx7FCeuHIOBXVt3PHmYfKqW9Gq4KYl0Vy1KJp4S5bwotpWLnluN3U6A+fNCuc/18xFkqTTuu+06o18n15BmJeW+TF+wx7zjSYzU3//LWazmd2/PINQH9chn1NN7Ua+PF7OP749RYu+g79cmMy1i6NP616i7zCx/smdlDS284cLkrl1RSwmk4m00kaueeUArQYzG2aH8dQVs4Ykz/9uz+Wf32Zw3swQ/n3NPJ7emsOzW7OZGe7NZ3cvse3f3mHm+4xK3t5XwOGCWmQkFkmZvK15DLVkwrj6EaRVvxizucG2gl28dOBzYgPccTW3cfuBNwiVjShnXs6uE++y1cUdFtwFCiVp5Y18n1FJlJ8bl86N4KbZNxHlHYVSqWR/yX6+zfm204W4SzgBMlwz4xq8VBEs/+d22sjhyhWV+Lpp+mx7+bTLmRY4DaVSyYnKE3yS8YntuJ+mlFBULxbJViYEcvHUi5kZPBOlUklT/Sle2PY6n6bEMCVmNq/fskjI6MjryF88iDlwBvxkZ5/XXGZ5M+f/Zw+eWhUpf1iPRO8Qu6Hc73+38STvHCji0jlh/N8VswY9T8oa2tiVXcWCKF9ie7gQ9yXPu986zOa0cq5fEs2tK+JZ86/tSBJs++kqIv3dBpR9i97IF8fKOG9GMB5aVa+2N/5vP7tzarhrdSLrk4O4660j1La0E+Cu5aWbFjLXUnKv53HfP1jErz89gYSZKUEebLxvJa4ai1W1pRrzv4TVXvn7KtrNCq56cR/HSxpICHTno7uX4aJW8eRXB3HJexo9tbymj+acWcE8tOx24nzjMJvNHC49zJO73+fbtApCvV1FjfcuYURWJdpsNnOs/BhP7H6HlOJ6ov3dmB7qjbulPyiwKdFms5lPju/jzk+eQ5ZFRYtIX7fO40pwYZJQos1mM9m12bx38r3OcxWobGjno6PFGM0yDy6/gj+dewlms5mC+gLeOv4Wfm5+1DS58OK2GjyUfmy85ywCPFzxdvHGVS3cuds72mnUN3aT/UPvH2FvTi0Pn5PErcun46Z2w2w28+jGVN44mMaVC6O4Y2Ucf/wijT3Z1UjAisQA7lo1g5UJEVQ0trP8H99ilFvYdP8Kwrzdep1THloPPDQeyLKMwWigVlfLyfJm7nzzMCazzK/PmcIlcyNQKBS4a9zx1HoiyzJGk5G6tjq0ai2Fte1c+O99KCSJLQ+tITpAnMMKSYEsi/C257dn88SWbM5KDuaF6xd0u46sln57c+fuem00NDTg6+tLY2OjzRuoL+zKEq1SqWzutVZcXFzQ6XS9lGitVturLYg/rOsKbtcTtGe7noxVW0mS+nx/PNr6ufpxsvpkt7bN+mYRv9bP7/Bz86O2rbazvUG0VygU+LmKz6y0dLSgVWl79aOv4/bX3/FsC+Mr+55t3ztYhL7dl+e/B+26MB5YmzCgxWHXKRMa80wumBHKuVPm9dsOIMQjhBCPENvrv1+QxJ1vHSbS142XbpzfK5nFcM4p6++I9HOHvDqK63W2tkeLRSjF/BhfZFkoSJvTq7lwTqfHQkGtjp3ZtUiSgjtXxttct09XniHerrx71zL++Hk67x0sYkmcH9ctjqa/uqf9HXd6uA8Bni5UN+s5UlDPsoSA7pNPs8zDHx9Db5RZPSWYKy3ZRhfE+LHpvuXc/sZhMiuaOW9mCP+8fDYe2v6H1sH+99tXxjEl2JP730vhWEkTFz2/j1a9WJV+aF3iiMaeuCAvMipbybdk6La2FTfHrrGwEh8dKeEPm07SYZKZEuzBSzcs6FUCY6gymh/tywWzwvjyeDmPbz7F27ctZmd2Df/4NhMZid9fOMOmQA/nuF3bRgd6ApKt7FfXm2N/x5Vlmd98eoKGNiMzw33515Vzu12H/fYhfzsYW8E7EsJEkrrVU0Nw0WSgkCSeumoO65NFTB/NudCcBW5R4DN94OMCCcFeQBk51S292m5MKeVIYT1uGhW/Pm86SqWS+EAPNt67nJ99kMqWjCpe2l3IS7sLWRTjx+ULIvjfrnxqdZbfd/ls2+87nfuOu1bFxXN7lyfq+jsGOq5KqSDEy4XShjYqmg2E+7l3aytJCsxdzkkZOFxQzweHivjmZAV6o3h/YYwf1y2J7XWdD3c8cdUquHdtIr/59AT/3ZHLtYujqG7Wc9tbR2k1mFka58+/LopGZew7U7hSoQaNj+313CAjvsomSio6aG8N54sDqfgpjTywPBqVuRk0Yh7jqlFyYZKWC6cmklkRzAeHivj6ZAT/lK/kt6p3UO36GwQnQbIlu7m+Dkk2YfsVXVI9KCUFaLskIDPUI5mNvduqvVAqxZxpbdxqZgQnCQvW3n8TJOtRRiyCC59ldu5WYnTV4B4EyRdzpLCefSeP4tbhym3zlhHkHmT7P6cHTifcs//yU4Hugby9T5R2WxQ5nV+suLTftv5u/rbjxvvFc9vc22yfTfWu5uGPj1NaquLaS5YT7tXZBy9DBXMM9WS6aJgRuabzHDj+ERKgnH059DM/SQrzxl2jpFlvJLuqhWl9ZCrvek5ZJ+DQeW3ojSa+OCY89S6dHzmk6yjMx5WrFvZdkqyv/a9bEsM3aZV8llKOURbfv2ZKIDFBvSsf9DzfPbSqfrNjS5LEDUtj2ZVTx9v7C3l1dz4Gk5nkUB9evmlBtzrXPY970Zxwnvw+i+Z2I89eu8CmQANIbv4oFQqROb2lChfvcF6+cQEX/mcP2dU67n47hZoWPcXVNfwkSMnSiCncd8G/UKpEqA+I/31e+Dx+tSKKvcf2oGhR8fDydd3GaWtbkPjuhIadKUsBOFkDp3Ik1ieHcO2iKGZH+qBVajCazBjNMq9sN+DZcRkXzwnn7xs6DQtWus6PE/wT+OWKX/ZqM8u3gMe/yeDDfWruXNpGuI8r0b7RPLLqEdRKNVe/tA8Xcx03LI1hRmj3JGQKhQI3rRtu2u5eb1ODotmXI9Ok87B5CSkUCo6V6VDgx6qERKYGhfHOLRG8vCuPf24+xZ5sM3uyjzM9rIAoPzfMsobFMfHMDR848ZkkSWjVWsK8wwjzht+creLxbzJ5ZkstZ0xJ6kw4aGmrVqkJ9hT3ticPn0RCw7ppwcQH+/Q6rkqlYuWUEJ7cksfB/EZAYYvx7tl2onWC4eoPPbErJdrPz4+TJ092e6+5uXnYxa/tFVmWaWsT9TFdXV3HxaV7YfjCbpl68+vz0Zv03eqj9tonbCH7SvZx2zxxE0spT7HdKK2frY1b2+uzychoy+yJK2bj767l1T35PLUli+yqZv7v8tm4anpfxB0mM59bbs591f8djPXJwWz7+RpCvF26uSmeDpF+4qZaXNdZ5/VIkXCFmx/lS6Cnlhd25LIts4r2DpPte9/ZXwiIG7+1HuJooVUpefzSmdy+MpZIXzckCXQ6oVANVWaSJLEyMYBPj5ayM7uGZT3Kyvxvdx4pRQ14alWW0lSdx4zwdWPTfcvJr2llarDnqFzXq6YE8vl9y7nrrSNkVjQDMCvCmzOmBg2yZ9/EBQplJbe6M/NnelkTd751mJL6vmv2njM9hH9dOfCCwFD41TlJfJdWyZ6cWl7fW8BT32chy3D1wkiuX9zp3j3S68xah9KqRMuyzOt7C/j3DzncuSqOn6yO77XPZyml7MqusdW2HvL1kSEy/TJtgy2DcYCHls0PrcJVoySga/ZYXQnUHAB/k02JHogES4bunVnVPL0li4vnhBMT4E6r3sjj34iavveekUCId6f7p5eLmpduWMD3lkR9209VcbCgjoMFQukL8tTy8o0L+hxfTpeRysxao7a0oa2b+/3RonpueOUArYa+6/OCqBt75YJIrloY2e9C2XC5bF4E//khh9KGNp7fnstXx8uobtYzNdiTFy8PRtt8HCq3972zRwzE3Wx7OcvwCTcGiDnM8a0/cJF7LT4BatYqT0FRBCR0ZkEn/00wNJIEPDoVfhlnor3DD8pmQeFR+Own4BsDobOh8D1or+67DxofSHqo83XRR6Ar691O5Yo85UHaDGIhItg9GMnYDic+BiRYei+oXfFadj9eW/4Ih9+AxfcgRfqjkoupbZII84zoViPXU+vZrQ52X3xhqVd72bwEIr0jB2xrxU3thpt3533iqrkRvPBDI4W1Og7mKLh+SZdFPdlIRVM7JlnJ7Egf8V5jCRSKOEdmXN7v9ygVEnOjfNmdU8ORwvo+lWiAnKpm3t5fxGcppcyP9uWJK2bbMoz/kFFlKye0dBSzqXdlaZwf8X5qSuraePdAISD1Kms1Us5MCiLM28VWH/mc6SE8edVs3DQDj/uuGiVfPbASo9lMaM9wLIUCPIKhqRSaK8A7nCAvF16+cQFXvLiXfXnCEBPq6SbGOX930KhA2X2ur1KomB4ahEbhSqteplGnsIWEWGls6+Ch91PYdqoaBS5cOi+c/JpWUooa+PZEPd+e6NtV38/Nkz9umIebemD9QqlQ4qboPWe5a+U0tqY3cLiwnj9+nsbLNy5AqVCiRMnRonr259XirjRzw4LQbosvA2Erc9UlQ7fOYCTNUo7OOl4qFBJ3rY5nzdQgXtuTz2cppaRZSsgBA9dV74c7VsZxIL+OHzKruPfdo3xx/4o+7/1N7R18fESUabvFUvKxL2aGe+OpVdHY1sEnR0pstcrtma73tKE6aQ9N1R4nFi5cyL59+2yv8/Pz0ev1+Pn1r/A5EmazmYMHD3Lw4MFemVDHilXRq2jSN/FaiqiP+Niux1gXtw6lQklDe4MtG2NXLpt2Ge+ffJ8TlSdoMbTw7MFnOTv+bEC4xDx/6HlKm0qpbKnkfyn/s302GRltmamUCv6wIZm/XzoTlULiy+PlXPXSPioa23u13X6qmrpWAwEeWlYmDl4rtC9iAtxHTYGGToWluF4oLA06AzlVwnI2L9qXWRHehHm7oDOY2JUtYuXbDCY+tMQF3rg0ZtT60pP4QA80KsWIZbYqUcRX7sruPlnNqWrhX9+JrPq/u2Bar5s4CEU+KcRrVBfGov3d+eTuZVw0JwwvFxWPnDdtxMe3KtF5FitnXauhXwVao1Twi7Om8Px1805bgQZxztyyIgaAP32RTlO7kblRPvzpoundXCZHep1FWc/JOh0Go5lHPjvBn75Ip67VwN+/ybRZiazUtOj585ci18aDaxOJC/Todcw+MRrg1Ldie9qFvX5jQM/yK5bSO0hD+w/nRfvi66amsa2Dp7dks+Zf27nouT088F4KlU16ovzcbMmvuqJQSJw9PYRXb17I3l+v5eGzpxLl54a3q5qXb1zQTekeTUYqszAfSyLPhu7n3sdHSvpUoK2WtE33LuebB1dy64pY3EfhvLSiUSm49wyRh+LZrdnkVrcS6u3C67cuxMtYCrWHQOXW90PR/b91c/VErfGgzaxlZ14rbWYts2PCUajdQdlDDkrXbsdydfXE18sHpmyAwGnQoYP3roHmSrFvf31Q9lRg+mgrKcDYhllX1l1mxz8EXS14R0GSqMXOgtvAxQdqsyHjc0K9XVEpJDpMMpVNve9TA1FUq+NYcQMKCc6dMbRst32hUEjcZLl3vL63oNsEV6dvp67VgBElsyJ8xJsnPhbP0cvBZ+DJ+zyLYnK0R1y0ySzz9YlyrnlpP+ue3MnrewtobOvgh8wqLnxuNxnlQmH55KgIlr1kXni3BYbRRebcoBamqSpRIBPp58rqKSNbUO2JSqng3jMT0CgVPHBmAs9fN29QBdpKoKe2twJtxcPikdPSWbx9ZoQ3T105B3eNknOmh/DlA2cIBRpA7ujjIOL6jLV4Qp2qbO72WU5VMxc/t4dtp6rRqhQ8ddVsnrxyDp/ds5wv71/B1QsjcVH3VnMUEvzpwun4DVJqbSAUConHLPO479Mr2ZzW+Tv/uz0XBTIXh+koOnV8yONjtOW/KKztTNR6vKQRk1kmxMuFsB5j+dQQT/5+2Sz2/2YtvzoniXAfV6L83Ngwq5+a6oP8nieumE2otwv5Na088umJPhXJjw6XoDOYmBLsMeCikUqp4KK5oh+//OQ4v/3sBO0d/S+Q2gMjuafZlSV61apVNDU18dprr3HLLbfw2GOPsW7duj5N7Y6KNePjuH2fQsUrF77CNZ9cw8PfP4xCUrD95u0A+P7Dl5S7UpgTMqfbPrNDZvPg4gdZ8PICXFQuJPolcs/CewDYMGUDH8V9ROK/RfD92ri1XDqtfxetycBYyOzqRVHEBLhz99tHOF7SyBUv7mXjPcu71UH89KhY7bt4TpjN/XmiifAVCkuJxeqXUtQAQFyAu+2GdPaMEF7bU8C3JytYnxzMF8fKaGo3EunnelqJgIbDSGS23GJ9TitroqZFT4CHlqJaHXe+dRiD0cyqKYFcuWB8V1PdtSqeuXouZrN8Wpa32AChKObVtGI0mbnv3aOU1LcR7e/Ge3cs6YwdA7RqxaguvICwoH50uIS6VoPwVrh+Ptoe7l0jvc6sSnRFUzvX/+8AB/PrkCRYFOPHgfw6fvHRMaL93WwT7D99kU6DroPkUC/uXBU39C/K3wn6RjE5jFw8eHtrYhhpaP+ln7uGXb86k+/SKtiYWsbu7GqOFTfYPv/t+dMGlUuItwv3npHAPWviMcuM4aReMBKZhfuKSXdpjwWcPTli0e0/185lZULnOOGmVfaurTzKXD4/gue2CWu0p4uK129ZZFEOVkDQikH3tzH1fo4fPMzmYlHjOsBDy0/XngF9yS3xJ/0fJ/4n8Mo6ochu/Anc8NnQ+xB3Y+/3Sr8Gkw4Umk6ZyTLsf15sL74LlJb3Xbxg8U9gx99h5xMoky8mzMeVojodJfVtfS4i9scXx8UC1rL4AAI9Ty+50BULInjy+yxyqlr49Ggpl80X3lmF1SI5pp+7S+d3HP9QPM+8YtDjWq17Vo8qEImc7n8vhYP5wqNDIcHaacGcNzOEp77PpshStuyR86ex/ZRIQHTp3LH1yJsV6cfuXNHH6xZHj+q1fd3iaK5aEDm68wxPS2hZc0W3t8+dGcpZ00M6+y8pQTZ1jpd9MCXEk+yqFrIqmjljahCyLPPJ0VL+sOkkOoOJcB9XXrxhPjPCO+uAzwj35u+XzeLPF82grcfinEalGBXvnCnBnty5Ko7nt+fy6KY0licEUNbQxvfplSglWBQfOKwx0uqlV1Sns1mvrUnv5kf79ruI7uuu4e418dy9prfX1XDwddfw72vmctVL+/n8WBnzony4eXnnwq3JLPPG3gIAbloWM+ii/h83TMfXTcN/tuXwzoEijhY18Px182yLIvbIcO9pdqVEq1QqXnnlFa655hoefvhhFAoF27dvn+hujRpKpbJbavbx4sKpF5L7QC5Hyo6wJGIJ/m5i9Uh+tH93hb+t/RvXzbqO0qZSVsestsWISJLEW5e8xQOLHqC1o5XV0avHxS19ohhLmS2J8+fz+1Zw3SsHKKrTcfc7R3n7tsVoVAoadAa2ZlhuziNw5R4rrO7c5U3tGIzmbgO8lXOmCyV6S0YlHSYzb+4vAOD6Ub7x98dIZRboqSU51Iv08iZ2Z9cQ5e/GHW8cprbVQKi3C3/v4cY9npyu66rVEl3drOd3G0+yN7cWN42Sl25YMKxJ8UjxclHz+KUzeWFHLo9umN4rI+3pXGe+bmo8tCpa9EYO5tfhoVXx72vmsmpKILe/cYhtp6q5483DbLp3BWlljXxxrAyFBP+4bNbwlLOMTeI56XzhrjgYVku0Yui3WQ+tikvnRXDpvAiqm/V8dbyMb9MqSArx4ixrrPUQkCQJ5RifqiOVmfV862qJLq7TUVirQ6WQWDM1aFQ8IIaDRqXgLxdP59mtOTxy3jSmhgzsojwQM8K82ZwmlOhbV8SMbEHK1QeueQ+eXwq5P0DedohbM+I+EX4eAEpgxQrL/SRnC1RngsYD5t3Qvf3iu2Dff6DyBGRtJtLPh6I6HcV1OhbFDt0z0OoFsmH2yK3QVjxd1NyxMo6ntmTxyGcnmBriyYxwbwqqhUU4NshHNKxMg6o0UKg7Y8oHYE6kD5IkrH/VzXoyK5p46P1UalsNuGuU3LI8lmsWR9nig8+YGsT976WwK7uG328UrvuzIrxJDB75OTMYSqWSs9auoVAdhV9eLdcu7jvG+XQY9YV6qxLdUtnro27zgOm/Ft46A9xbk4I9+YpyTlU009zewe83nmRjqnWBxp9/XzO3mwGiKxqVAo1q7Bbh7j8zkS+Pl1NUp+PJ77JoaBMZrdcnh3HROfOHdawIX1cRjmYwUdMiFpytHhLzhll5YqQsiPHjV+dM5bGvM/nLVxnEB3mw0uKlt/1UFUV1OrxcVFwyhEUjlVLBz8+aysIYPx76IJWM8iY2/Hs3j186kw2zh28tH2u63tOsZZMHwz7MW1248MILyc3N5Y033iAjI6NbvWYnIyfEI4Tzp5xvU6CHQnJgMuvj19sU6K4sDF/Impg1k1qBHg8i/dx49eYFeGpVHMyv4/cbTyLLMl8eL8dgMpMU4tktwcNEE+ihxUWtQJbFJLgvJXpBjB8BHhoa2zp4YXsuJ0ub0KgUXDHOVtyRYLWUv7Ajl2te2k9tq4HpYV5svHf5uCibY4WXi9rmbvz+IeFa/+SVs09LWRguZ08P4bN7ljPHGrc4SkiSREyAWMGP9HPl03uWcUZSEEqFxLPXzCUxyIPKJj13vHmY31kmvXesjGNmhPdAh+2OyQiZX4ntHq7c/TJMd+6eBHpquXl5LO/fuZQ/Xjh90oy1VmWktIsSvdtihZ4b5TPuCrSVM5OC2Xjv8mEpiX1hPa88tSquX3IacasBibBA1HBnyx+F5Xg02WexQs+7EVx6XAtufrDQktjr4EsiezGdYTxDIbuymcyKZtRKiXOmn74SDXDfmQmcMTUQvdFsySKtp6hGTHbjgiz3ybSN4jnxLPE7BsHbVc0US4KuX3x0jBtfPUhtq4GkEE++uH8Fvzh7arcEWz5uGl6/ZRF3re70YhmKQjEa3LEqjldvXoiXi3pcvu+08OjbEt0LhXpABRqEJRrgQH4dF/x7NxtTy1AqJB4+eypv3ba4XwV6PHDVKPnLxaJ01ut789lkUe5HYhXWqpSEWdzjC2tbkWW5M+fMOCnRIO6Pl84Lx2SWueedo+RawsBet1ihr14UNWSXfxDzqq8fWMmiWD9a9Ebufy+FvbmTozSu3SnRACEhIZx//vn4+49NkgYnTuyJhCBPnr12LgoJPjhczKt7CvjE4sp9+Xz7sUKDUFisLt35ta2kWtxNuw7wSoXIignw1BYRS3zBrNDTij8aL1ZZYs8zK5rRG82smxbEh3ctHbSWpyNgtUYD3HdGAuecRoyivfHIedO4Y2Usm+5dwZQuFiFPFzX/u2khvm5qTpQ2Ut7YTrS/Gw+tmzK8LyjaJ2JHXX0hZojWV/PpKdGTlT6VaEv+hBUJ4xPuMZasShQ1uf997dzTV3ZWPQxqdyhL6UxqN1JkM3RYrCtVGZC7VcRKL76r7/ZWV+jiA0T5irG7a0LJwbBaoVdPCcTbbXSUPqVC4umr5xIb4E5pQxv3vnuUoloRJ5tgzRJcsEs8Txl6rharlW9HVjWyDNcsimLjvcv7zZegVEj85txpvHjDfG5dHttv9usfNZ7WmOjelujhMtUyppc2tFFYqyPcx5UP71rCvWckjIt322CsnhLIhtlhmGXh8rw8wb8zyd0wsYYnFdbqyKtppUHXgValILmfpHdjgSRJPH7pTOZF+dDcbuT2Nw5zpLCOXdk1KCS4YQSLgyHeLrx7+2LuPSOe82aGsDRucuh3dqlET1bMZjOZmZlkZmaOW2IxJ6fHeMnsjKlBPHLeNAD+9lU6KUUiGcuFc+zP5SXSEtP4fXolbR0mvFxUxPeYbJw7QyjRZovxZCwTivXkdGQ2P8YXTxeh9NyyPIYXb1gwqkmMJpLpFo+GM5OC+On6YSqRY8zpXmfL4gP47fnJfS7URPm78d/r56OyTLYev3Tm8OPhrArM1PNBOUSFYATu3I7ESGVm9ehobjfS1N6B2Syzx2KVWJHo+BMrhULioXVTWDPCTPrd8AiEZfeJ7a1/ER4RI6GjGdIew5z+FJkZ6WT+8L6oaz71PJEBvC+CkkHrBYYWkhXCe2WolmhZlm1ZuUfbbVMkzJuPh1bF/rw6ttQk8FXjKmJjZ4NBByWHRcOhLnYBS+KExdpNo+SZq+fw+KUzh+SGf/b0EP6wIXnUc0j0xCHnN8VexAAAb5VJREFUjjZLdPnA7Sq2iozybf0r25GWRIkA580M4esHVzI/2r4SDv/+gmm2ucO9axJGLLNoa4buOp3N0292pM+YuqT3hVal5MUbRJmz/JpWrn35AADrpgXbEswOF5VSwcNnJ/Gfa+bZpWfVSGQ2Oe/udoosy1RUCNeWxMTECe6Nk6EwnjK7bUUs2ZUtfGDJZL1qSiBBnvZnAbUOoF+fEDfHedG+vWJ2l8T54+WioqndyMxwb2YPx3X2NDkdmWlVSt6+bTF1rQbOSBqd7Kf2woNrE5kd4cPZXZO62AljfZ0tifPng7uWojMYWRY/zEz3ZjNkfCG2k4foyg0QfgGErAPl6JZ0sxdGKjN3rQofNzUNug5K69swmmQadB14aFXMtmZXdtLJ0vvg4Msiydixd4X79XBReQCSkFlpIRTnk4gEyRf3v49CCZGLIGcL8e0ngSm2hJKDkVbWRH5NKy5qBeumDT2Wf6gkBHny5JWzufOtI1QaA/AN8MTdM0jEjps7wDMM/IaeNPCCWWGYZZn5UX6jXoJxNHDIuaPVEt08iCW6JVeUZPOZDa59nytKhcSbty6ipkXPmUlBdqmABXm68NFPllLe0M6yhABMJtOIZGbN0F1U20qVJRv+eLpydyXQUiLx8hf2orMkZ7t5ecxpH3e0yhOONl2vs+DgoY1bTiV6HJEkibi4ONu2E/tnTGTWXAEqrXAN7fFdf7l4BgW1rRzIr+P6xaNTB3K0scbHNehESYr5Ub0HeI1KwaXzInh9bwF3roob1/P9dGU2Ujcse8fHTcPF4xS7N1zGY2wc8USk9Iiwpmg8h5fcSeUuHpOU05FZuI8rDboOyhrayKoU8XZL4vztpgqBXeHiBat+AZsfgW2PCzdr9TDzM0gSaP2QTJXE+cvQeggJIP6MgfeLWgI5WwisSwGm2BJKDmYVs7pyr00KHjNPnrOmh/Cz9VN48vssVlurPhTsEc8xKwaNs+2KUiFxyVz7Cp3qikPOHa2W6NYqMJvEokxfWMNd5IG9LBzhvpwU4kVSiPD4GqnMulqiW9rFf9LXHGu8SA7z4qmr5nD320eYGe49adyw+2IkMnMq0eOIQqEgKsoZO+NIjLrMNv8W9j0H6/8Myx/o9bFGpeDt2xdTWNtKQtD4JX0aDtYM3Vb6U04eOW8aNy6NHnod3lHCeZ05HnYtM2tW7ilni8UvJ8DpySzMx5W0siZKG9rYnSPqsq9MHKaHwI+JBbeJRGBNJcIq3ce9Y1A0/ijaKolqOwSUQegccB/kP49aCoC2/CAu6qtp75Apa2gjZoASNWazSIwJo5OVeyAeWJvIJfHNhHgYoKMFCnaLD4bhyu0I2PX42B/ugSLmXjZDa02nZbonCjW0VsOr54B7HCy8HaZfChr78wgYDiOVmTUmOquimVaL9Xe8MnP3x9nTQ9jx8Bn4uKkdZxFnBHSVmcNm53biZFLjFwfIcPKTfpuolQq7VaChs1Y0iPqZ/a0Qa1SKcVegnTgZVWQZ0i3x0MNx5Qao3ifi/fR1o98vB8eaXCyvupVDBSLub4VTie4ftQuc8YjY3vUEtDUM/xhay/9bYrHWJqwdfJ+weaBQIzWXs8BbJPAaLC46pbie0oY2PLSq0YkLH4RIw37UZZ9BSxGUDj8e2skYoVQJRRqgZYAM3ZJKLH6014kEepvuhSenCYNDfeH49NWOsFqirQp0XID70JOyttVD4b7uj9IjI8+l0IVIPzc8HSEr/DjjVKLHEVmW0ev16PV65NEuV+FkTBh1mSVfBJISylOhNvf0jzcBdE0qMS3Uy+4SbzmvM8fDbmVWeRIaCkHlCgnrhrdvfQpU7YKOxrHp2wRzOjKLsCQn/PJ4OQajmVBvF+IGsG46AWZfDYFJ0N4A2/42/P21/shmGX3FSfRokOMGceUGYQ0MmwPAKm0O0H+G7pJ6Hf/8NpM73zwCwFnTg8c84RbQ6QZccRJMhmHHQzsCdjs+DobHEOKiW2qg5hRIMix/CHyixDm+7z/w8hmgc8xFyJHKzNNF3U1pHrIV2myCV9bDa+d0f7x8Jvzwl+F2/0fJSGTmVKLHEbPZzL59+9i3b5/jZFj8kTPqMnMP6IyrPPnp6R9vAvB2VeNlyUI5UQkvBsJurrPCfVB0YOK+34GwG5n1JGuzeI5bA5phKnmnWSfa3jkdmVkzdNe06AFYkRAwqd0ERwWFEs5+TGwffAlOfTu8/bX+mJsr2KdLZp9yKeawBUPbL2oJAHM5BfS2RB8prOf2Nw6x8p/beH57LrWtBsJ9XLlnTcLw+jdSrKXkSoTyTszyYcVDOwJ2Oz4OhucQMnSf+gaQRejA+j/BA6lw7UfgEy3KCg7gtWfPnI7MoroYKoY8x8rbJpIPKjXgnyAe3pHis8yvhvX9P1ZGIjOnEj3OSJLknCw4GKMusxmXiWcHvTkAxFrctBfE2FeZCSsTep2ZOuDb34hV4FfPhrSNE9MPB8Mux8acLeI5cf3w9zVP7hJXMHKZWd25rThduYdIwlpYcq/Y3ng3NA1SPqgr2gBo1iGZJCSfKFAN0UXUEhed0H4CgOIuGbr359VyzUv72ZJRhSyLxZAXrp/PjofXkBA0TqE81sWqEZS2ciTscnwcDI9BakU3lkK+JY595qXiWaGEKWfBkrvF69R3xraPY8hIZRbtPwIl+uhblh1uhvuPiMdPdou49NpsaCobdj9+jAxXZpP37m6HKJVKVq9ePdHdcDIMxkRmSefDlxqozoDKNAiePrrHHwce3ZDMnuwazp85toljRsKEXmdN5fDRzVC83/KGDJ/eAa4+w8vs/CPDLsfGtnootngSjESJnuSW6NORWVgPJXrYZcd+zKx7FAp2QcVxMbbcuKn/zMddUbqgrKxldcdBWHwlKIfoah25GADf1jx8aKa43geArMpm7nzzMAaTmTVTA/n9BcnET0QODNkoylqVpYrXMSvHvw9jjF2Oj0PBZonuJyZ633PQAvifATN+0v2zmVfAd78TcdJVGRA0bUy7OtqcjsysZa48XVQkDOWaaq3ptDbPvaHzfVcfkUCw7Cjk74LZV42oPz8WusrMmVjMiRN7xdUHEiyTcge1Rs+L8uX+tYl2V294QinYDS+uEgq01guufFPEwJsM8P51YjLgxHHI3SYyywYmiTi94SJPfkv0SAnw0NjKJCWFeBLo6cx6PmRUWrj8NVC7C2V6z9ND26+9qXNRaChJxay4B0DAFADmK7IoqdNR0djOTa8epKndyPxoX164fv7EKNAgYkGbyoQHkGfopIuHdmgGskTr6uDI64AEK38hLKZdcQ+AKeeI7dR3x7KXdseMMFEma3l8wNBqKh//QCwkhc6B0FndP4tdJZ7zd45uJ50ATiXaiZOJYWYXl25HShTipG9S3oY3LhQ1MYOS4c7tQoG+9GVxEzO0wNuXQ03ORPfUyVCxunIPN6GYFfPktkSfDpIk2Vy6naWtRkBAApz3f2L7h79B8cHB9ynYJSbaflHgMcwwHEtc9EJFFrWtBm589QDlje3EBbrzyo0LxieBWF/IZpBN0FAEMsOuD+1kjPG0eKr1ZYk++BJ0tELILIjvZ1Fn9jXi+fgHo5Jh2lFYnxzMyzcu4K+XzBi8sSx3unLPu6H35zYleodzrjkGOJXoccRsNpOVlUVWVpZjJYf4ETNmMptyDqjdoL5AuNo4GTXG/Tor3AtfPCgmczOvhNu3gH+8+EylhavegdDZoKuBty4ZXhzjjwS7GxvNZsj+XmyPyJXbLB4waZXo05XZ4lg/lAqJ82eFjUHvfgTMuRZmXC7GnY9vG7zsVc5WzFozWV6xZB3aODyZWeKiF6uyAMiqbCHAQ8sbtyzCd6jld8aKqCugTt+pRE9C7G58HCpWd+6elmh9Cxx4QWwvuhZKP4eaPhaCEs8CN3+xf+4PY9vXUeZ0ZCZJEuuTgwnwGIKHTslhERqochXjQU+iloha3I3FYr7ppF9GIjOnEj2OyLJMWVkZZWVljlWm4EfMmMlM4w5TzxXbJxzTpdteGdfrrLEUPrxRWB2nXwqXvtQ7i7OLF1z3CfjFQ2MRvHeVUNKc2LC7sbHiuPAq0HjYFIjhIcGUeyHxLlBOTlfl05XZHy+czp5fncmcfurMOxkESYILnhRZjBuLRDLDgcjdimxSUCbHUFZZOzyZWSzRM8hFiwF3jZLXb1nYrdzhhCApwD0Oik8B0qSMhwY7HB+Hiq3EVUV3K+jRN0XOCb84iJoHdSnQmt97f5VGLEwDHHMsl+5xk1nKm+I5+SIRKtgTjTtELBTbTpfuARmJzJxK9DgiSRIxMTHExMQ4XpbFHyljKjNrlu60T51K1WCYjEOuqz1u11lHO3xwHbRWQ/BMuOg//bsSegTCDZ+B1hvKj0Hml2PXLwfE7sbGHIsVOna18CYYLpIELoHgGto71m+ScLoyc1ErCfF2GYOe/Yhw8YbLXhHbx94TiSr7oi4P6guQZBUxEZ7E+LYzLIn5xoJHMGqMrHAr4r/Xz2dGuPfp9n50KDlsqQ89eeOh7W58HCpWJdrcIUpZ5e+EvB2iBjTA8gc7FxnNHX0fY47FpTvzK6F4OwjjIjN9S2ep1L5cua0446KHxEhkNjnv7naKQqGwCUihcP71jsCYyixhnVCqmsuhaN/oHnsy0d4kSkX9ex588+tBFxzG5TqTZfjypyJZmKsvXP324HWEfaNh0R1ie/dTzvikLtjd2Ghz5R5hPPSPALuT2Y+VyEXCCoUs4qP7ImcrAIqIxcSEaIjx70Bhbhv6d0iSzRr9yhojq6YEnmanRwmTAbI/AbUJoidffWgrDnutqTTCHRvg/WvgjQ3w5oXQVAoeISLmWVKLz+V+Yp5DZkHwDCFrB0rEOi4yS98o8q34xYnzvz+6KtHOeUe/jERmDnQ1OnEyyVBpYdoFYtuBbg7jiqEV3r0SSi01QA/8FzbdIzKxdqWlGg6/Cnue6f448gYYdL2Pe7ocfEm4l0kKuOJ18I0Z2n5L7haxS2VHRaIPJ/aHrg5KDonthBHEQwMYdVC5Daqdi2NOxoEzfivGolNfQcmR3p9b40nj14LaR2zra4b3HZawBslWvs8O6GiCiq/Awzhp46EdnpU/h8BposqB9RE8E877p5gDWasX9GeJliQR/w+Q+t749NlROGpx5Z57w8ALSBELxLyjtQqqT41P334kTM6MJ3aKLMuYTCZA1CNzKLecHyljLrMZl0HqO2JF8dx/gFI9usd3ZDra4L2rhZVe6y0U0J3/J9wW2xrg8leFcn34Ncj4wnYTlgETIlusEhPSnmfg4udtlpTTprlS1K8EOOuvw6v/7B4g3K4OvgS7nnTWjrZgV2NjnrW01TTwiRzZMYwtULkDVG4QOJKYavvHrmT2YydwKsy6SoyNP/wFbtwo3jebYMc/4NTXAMjxazG1nYS2epT6GiSPmKF/h3X8LDogvIHswSLa0SLKW8GkjYcGB7/Wlt4rHv2hGMQSDSIu+rvfi/t9fcHQF60nkDGXWUOxKFknKTsXGfpDpRXXb942YY0OShrdvkwSusrMGRNth5jNZnbv3s3u3bsdK8Pij5gxl1nsanAPBF2tw2WfHFOMelFbOX+nSO50/Sdwxm/g6ndA5QJZ38C/EoV7WNqnQoEOmwuzr8E88xp2B9/K7uBbMXtEQF0uvHoOfPvI6FilD70iXMsiFsGSe4a//7L7xY0vfweU9mE1+hFiV2NjtqW01em4cv8IylvZlcycwJpfC4Ukb5uoWa+rg3euEEo0wOK7MQfPZHeGnt1ZYG4bpiU6eKaoTa1vFNmA7YHSI0L50nh1VkSYhEzqa00axBINIqdIxAKxXbB77Ps0Coy5zAr3iOfweZ1Z0Aeia6krJ30yEpk5lWgnTiYSpUpkdQY4/uHE9sVeMBrgw5sgd6soA3bdRxBpyS459Vy4/lPQeolYII0nLLgV7topajNf8gJc/Jxwk592AfxkJ8y5HpBh/3PwwgooOg13xI42OPw/sb303pHF4PlEwcwrxPbup0beFyejj9ncmVQs8ayRH0cWq9k2V0UnTsYa3xiYd6PY/ubX8OJqMYaqXOGSF+Hcv4vxSuMHbpHgMcwkXEoVRMwX2/ay+Ge9Vv0TJm089KTHpkQPUgfa6q7vIEr0mGNVoqOXDa197GrxXLBbeKg4GRUk2aHy5fdPU1MT3t7eNDY24uXlNdHd6RNZlm0uApIkOZZLzo+UcZFZyWF4Za1QGH+RDVqP0f+O4XDkDdj77+4rw0otrPwZzL567L//s7tFvLHKBa79EOJW925TmwvlqZB4dq//q0+ZZX0HXzwgkrghwbn/hMV3Dr9vR14XNaF9ouD+FDGxHAlVGfD8EtGXew9C4JSRHWeSYDdjY1kKvLRGeD/8Ml8kxhkJLfmQ9wa4BMGUEXgrOAB2IzMnnTSVw7NzwNguXvvFwZVvQcgMYBRk9u1vYP/zsOReOOexUez4COhog2fiQFsH8+6G5U9PbH/GkEl9rZlNYNIJLwrlANn6c3+Aty4B70h46ITdL5qMucz+PR9qc+CaD2DqOYO3Nxnhn7Ggb4I7d0DYnNHtzySgq8yam5vx8fEZVKd0WqLHEUmSUCgUKBSKyTUITmLGRWbh88Vkp0MnyjhMJNlbhJJYmy1ij6yPmlOw8W449e3Yfn99oaUepARXvd23Ag3CdW/GZX0uOPQpsylnwT37RDZQZNj6J+HuOBxkGfY9L7YX/2TkCjRA0DSYep7oy55nRn6cSYLdjI1WV+64NSNXoKHTqjKJLdF2IzMnnXiFwvKHxPbU8+GObTYFGkZBZoGWWEp7cOdO+wz0zaLMV1DyRPdmTJnU15pCCWrPgRVogMjFYjxtLIaGwvHp22kwpjJrrhQKNBJELR7aPkpVZwZvZ6mrPhmJzCbvHd6JE0dBkkTijB1/hxMfwuyrJqYfDUXw6e2ALFyg59/c+dmR1yH1bfj4Vrj1GwidPTZ9sLq0x66ExBFmRu4LXQmUfwczF0LtVmgqge13WhRZIGAJeFsmYm0VUPZ172NUpoPhBLh7iWyYAO01UPp5/9/rOxv8LC6QhgYo/rTzs4QEKDdA/htwMhZCVkHAIvFZRwsUdXHvV7pC+AVisuFk7Mj+Tjyf7rknT/6YaCd2yppfC7dur7D+rXUdLSI7t0uwcPceKjYl2g4y/B5+DSQgZA4oT2PBy4ljoHGHsHlQchAK9jhEcrExo2iveA6eIUpsDpXYVSKfTP5OWP7A2PTtR4bzDj+OmM1m8vPzAYiNjXWsen8/UsZNZrMsSnTuD9BSBR5BY/M9/dHRDh/eCG31IkHXBU+KjI5WwuYIxTNvO7x7Fdy+FbzDR7cPsiyyywLMHiTb5ACYTSbyUzaCNpDY6SuEzEzt0FokGsTMg4wiKPweQhOFq7r39C4H0He27Urel6A2i1hZF4t7j9nQd1sr7jFdjmvs3larhIAIaCyCrI3gN7PzM9nU+7gecRAwxFVnB8Muxsa2+s5SagmnWR/6R6BE24XMnPRGkvodm20yK/2SWO96FLHXgtcwQkkCp4rnplJobxRW4ImgMk0oUyo1zP0leI0wi76DMKmvNbMRKr4Xz2HnCct0f8SssCjRu2HudePXxxEwpjIrtCjRQ42HtmJNLla4V5QJdVaD6UZXmfn7+w9pn8l7h7dDZFmmuLgYgJiYmIntjJMhMW4y848Xq6xlR+Hkp7DkJ2P3XX3x7a9FPKirL1z5ZncFGsRge+Wb8L+zoDpTKNK3fgPaUbSMlhwWmbTVbjBtw8iOYTYhF2+kOPcESEpiEmeLiZ5LCERbLPyRJjh1AuqLoFGCuVcJi4wVbWBnWyu1OVD0L0ALi37e+b7Gt3fbrmgDOrfVnr3bSpHCfT7nFKzqMvFVuXW2rTsKzdkibmySYhdjY94OUdoqYCp4R5zesTwSIOGOzvItkxC7kJmTYWGTWaOKGC+g8WT3ccUtErSWyWNHE7Tk9T6Iry/oaqD0AMRbku91tEBLTv9f7BIKrpYx1qiD5qwB2gaDa6jYNrVDU2bvNgeeAq0JYtdBxGkueDkAk/tak6DmgNgMWQeKATwjYlbA7icdIrnYmMpspEp0UDK4+YtqMCWHIXpyll8cKV1l5ufnN6R9nEr0OCJJEpGRkbZtJ/bPuMps1pVCiT7x4fgq0anvwpHXAAkue0UkzeoLF2+R6OuVtVB5Qrh2X/P+wCvHw+HYu+J52oUjS65maofCD5Ca84n0lyBgIZLGouSrPcB7Wmfbpb+Bz++Dwx/D8j+Auks8lsqte1uA7f8BgxKSL4LgOV3auvZu2x9Kbe+2M5Jg/zsi2+2B1+D8J8T7CnVn2/YKoUQbJ68SbRdjY+5W8Zyw9vSPpXIF1Sh7atgZdiEzJ8PCJjOPWiSpGuqPi4eViAs7lej2Kije2Psg/i6g6ICKPZ1KtKGu77ZWQtZ2KtEdjQO3DVrVqUR3tPRua+qAko3g0QGJi/o/ziRiUl9rCiVICrGAOVCtaOgSF10k8qf4Ro9PH0fAmMlMVyc8MWD4SrRCIbJ0p30q7ndOJbobI5GZU4keRxQKBfHxk7eW4WRkXGU24zLY/FuhUNXmjk/dy7wdwhIKsOY3wo214N3OEj09cQ0V2SBfP0/Ej+75BUTM67utNhDCumSNLPqkf2uq0gNOfiK2Z18NJZuEJaQvVJ4QeXHn69KvxCROXwuGBhQqDfGLrwTPhH5/NrOugu1/Fy7qqe/Awtv6b9tSBcc/EttL7+u/3UiQJFj3J3jjAhF3vuSe3nJXuolnU9vofrcdMeFjoyxDjqVOe/woKNE/AiZcZk6GjU1mhgCokMGk795A3SULrdINPBN7H8QjESqLoLGiS1uXvtta0XSJ21RoB25rVeJBxDr3bFu4G9o6wD0Yos/s/ziTiEl/rSlUYDIMXCsaxOK6LS56t10r0WMms+IDgAz+iSML+0tcL5TonC1w5u9GvXuOTFeZNTX1M//sgVOJduLEXvAIElmBc7eKBFtn/GZsv68sBT66CrQ6iLoIVj0s3m/O7V+JlmWIWyeUyV3/gqKt4N1PXFzPCVprYf+KcUOFiLHzChdxO9nPC6W4L7Q93Gx0xSIZGAiX6ZjrwDWk732tqDQiscY3v4Q9T8Oc67pbo7ty6BXxW8IXQOQYWD5iV4o46+zvYOuf4co3un/uFgHBa4RLupOxoSZLLKgotcNf3e+L1iJxXrqGDr8erxMnY43GG6IuH7iNWxjE9hF3WtcBqTuhtrrzPZegvtv2hdav77b7/wuNJZAUC95mYTVTe/Vuu+VVaFbDoocgYOHQvtOJfSOpAcPglmiAmOVCiS7cY/dx0WPCcOtD9yTesvBUlgIt1eARODr9+pHiVKLHkUld62+SMu4ym3WlUKJPfCiyrI7V99XkwNuXgaYRAiJh+dVi0gLCyttf+Xi1R2c/d/0LigvhjDPB1ad3W5Vb99dh5/a/0nzyN53HVSgh9KzeSrgVRY9MrMFnClduSQEecchKV2SzGRhEZvNuhJ3/smQlvwOueL23a3pZCux+Wmwvvbfv44wGax+F7O8hfSOUHIGI+Z2fuYWLxyRmwsfGHIsrd/Qy0LgN3HYotORC5Q7wXzRplegJl5mTYTMqMgu0hJmMZobuU9+IvBwA+/4DnqEirGf6xRC5pPPeVHFCJP9TqGDu9aP3/XbOpL/WrKUAB7NEgyUu+iko2DW2fTpNxkxmtnjo5SPb3zMEQmaKayn3h4mrBmOHdJWZ3N8cuAdOJXocMZvN7NolLvyVK1eiVI5SLKmTMWPcZZZ0voinrMuD0qPdlanRoqkM3roETFUQGASzroWQLm5xPjP739dK4FRR5qr8GJScgkV3DL5Pf7HDrTWQs19sz7paPHv9f3t3HhdXfe9//HVm2ANhSQKBACFkI2QjCVmMMYlardG4VK2t1bpXbW17bbW3Xrv4u7WtvddebfW2trVWb9XY1qVWrVpr1Wh2socACTEQkgABwr7DnPP74wsDJCwDzPYdPs/HI4+ZwHfOfIf3nDPnO+e7zB56e93OmF3WdDhcyyw4XI0Bf/FayH8D/n4frH+854uL5mo1Y7mjDWatg8yrXK/TcE2ep9aw3rcB3n8Ibn7Tc1+g+CGfHxvdOR4axsQ60T7PTAybWzJzztB9Alrre1YqGKm2Rni7qxdUYhZUF0FDGez4rfoXHgshXV/etjWo24z13l/BwocCfl8zuiZgdKURnbICDLv68tuPx0V7JLO2RnXOBaPrMTXjItWIPvK+NKJ76Z3ZwoWuLeMauJ/wQugoNApmr1NjVvL+6v5GdHM1PH811B+DpGi1PvWUdT1XmIdj/nXqgH7gZdca0QM58ErX8haLID5j5NsZifQ1cPXT8PItanK1cZPggu+BacJrd6oP6thp8Lnf9FwN8ZTzH1Tjwos/UVdGZ3bNOmuZ0FatxpOPG2DSNzFyHa1q3VFw33ho5xJXAXayK0R4jLpS3FCmrkanjLJL9UePQN1xNaHlrW+rL56OfgQHX4eCv6ul51pqej3AgBVfHd1zCv/S/WWjK925QyNhymI4kaO6NvtpI9rJ0QrVe9WXQb17JdXsHaTHX1TfOV1q9qshdidyILgNIhPArILqKgga1/dCQm3uwF9G2MMhOkPNfbPpMTj2DpzepXrxnVU2FKIze/5fV6BWGwmbeHbZgViWmggwKHDXcZdGtBfZbDZWrVrlvO8VJ/4Gu74FzSUQPQ/Ofcn12YRB7YzvLIbsJ9W4TICSV2D3fWB1wKL/gbTrPVJ1f+CTzDKv7GpEvwEXPezeK5J/vRsq82FCFCz8PESnw4QRngTNuwbe+76a6KK6COKmjWw7blgburdhZzb3Kmh5DN76Fnz832oJiNZaOPJP1SvgC8/3313d3WJSYPmdsOVJeP//qbFLNpvaBw//ryoz73sBuWxSn8x6v90ta4gTK6Pv1d5Br2QMULb4YzXzeVQSTJzR9fMzy3YCA3Xv6qes2d71q8D9iPXJsVGMitsymzS7qxFdMLpGdNl+NRYa4NL/gZBx6v6sz6p/nW3qOcxec3RETPD/hpObBfy+NrXrHDJonGvl01apBmXxJshyz3mDu9lsNladey58+jS20m2q8dq7EX3izYHnnolM79uILn1bNcaLPlaz0sfHqHN7gHEpfRvRZf+Ajob+txs+WdUjZRmEjgdbFRT8Vn32nSk0rm8juuIjaD0FsYsg4XzV0B9IWwPsfUn1JGkohy++qOb78XO997OmpiaXHhO4n/B+yDAMgoK8+Cdv+BS23QpLfwPxa2DXN2D7HXDxZte3kfffai3JbrW5sOUGyP4VTFwOH18NcYuH1/1WI17PDNTsiUFhUHtMdblJXOCe7VbkQ+E/IMiA7KsgLAaSLuv/W0hXjE9Uk4AVbVRXk9d8Z2R1KturGiHzrhlZPc4wosyyb4Om0/Dhj+Hd7wJdLbn1j6vxQ96y6tuw6//UEmIFb0HmFWoMuGFXH7idzWpSoADjzKxqB7ScgJSru35jQe5PBn7g+Nl9v8Q7+LNBTkymQfrNPf8veAw6W1RX7gltkBAFB3+qfheRDDPu6Cl76ImBJ8ULT4CZva6MFT7VMyleAHfn9smxUYyK2zKbNEddLa7sZw1nV5kOeOtetb9mXgWzLj67TFCoGjY0xgX8vjbczzTnuGj/XS/aMAyC2kuhvQLswWqivt6iZgJm/w8+cxLRqBnqi9na19VSm/HZPQ3n0DOuDEemD7ySR/cs+fZg1Quv5DWob4Aps84uG3RGIzl0kprAtXo31B6A2CXw6X5YeW/PlebTn8KOp2HPC9DeqyH/pxvhtne8ey41Ar33M1niSkB9PmT9DKZep/4/86vw0WXDeHwh5P8cxqX1/OzT36tvobpPMGd9HYqeh4U/dlu1x7yQcaq7TcFbkP+m+xrROc+o2+mZqtty7MLRdw9ecF1XI/ovsPr+4V813/ZrdTvzszBuwuBlPW31/dBUqb49xYIlt0KWl3tZRMTB8rvVFfGN/6XG/tls6op4R2PXEmGB14h2qi9Qr7GxGCLTvPOcNUXqdqQ9KQZiD4EI6X4vAlD3uOjRNKJ3/kEt5xg6Hi75mXvqJcaGlOVd46KPqSFXMX56nD29U93GLFDrn/eW9kXXt5N6reqVUXIvOIJh/v0wcYBl4lI+59o2Z3xGnV+erIJ1LlzNT71GTZRZ/h6cPgA5d0J9BZx+Hz77HLR3wpNLIKQTwh0wcZL6sqN8v2pcv/YZWPl1mHkTjAucniTSiPYi0zQpKSkBIDU11fPdcqas7/v/+kODr894ppy7YO4DUPpOz89q9qlZlrtNWAa5PxpdPf2YRzJrKoHGooF/H5sFcy5XjeiCV2DuqoHLxszvWfKppQzqD/dfrqMZDryo7mf/AMI71ZchozXncjUhV9VhNT46Kcv1xxZvgt1/VPfdOPP1iDMzDHUyFxYNzVW+O7Fb8VXY/hs4lQuH/q7+xvaIrkZ0YK4V7czsZDWp42uxOa8mGzD3wYEfeOaXNpnfdb3s7G9BQym89hgQBiuegPC4/svOGmR98DPLzrir6+f2s2d7DyBe/zwTo+a2zOK7hoRVjLARXV+mlvMDuPCHqleTGFDA72u1udB8UvUscuXL09AoNYfKyZ1qPoss/2tEm+0NlBw5CBakTl/MqBM7uVtNcjpuEkyYMXT5oczomnPl5E41V05E3ODlQXUd70yGj38AQdUQFg5xiWpoZ8xU1TMxqAmmTFFzyRgGTEyFvS+oCxS7fgNJl/htI7r3fhYTE+PSYwKuEe1wOLAsy3kp3jRN5/97H3gcDnWSZrPZPF7WsixM08ThcFBcXAxASkrKoGWBPrP5DVbWtulqjIqNzrLOkXsLHsaY/Q31s842yP8frNn39tmZ+3sdlmVhHfkDRnsdRsb9zka0aZoYHfVYEVOd27CCo6C5FNPh6FPfgbbb32sbquxQf/fhlB1unp2dnRw9ehTDMEhJSXHPdpuO4Sj7UJU1es7BLQtMCwifin3WJaoraP1hHJ++AhET+i8bmoi9VyN6wO2e3AOOJuwTZsGMS8AwVH0dDpfefwP+3YMjYeYl2PNfVxOMJWW5ln1HC7zxTUwMrEU3Y6Se0/OeGuX7xLIsioqKsCyLKVOmDD+jC77XU/aMv4+njxEA9og4WH4XfPwojg//G2Zcgs0erjqYdzaP6BgxmrLu3JcHKmtZFsXFxVgVjSSNA7sRjh3Um9geMvh2e2c03LJHP8HCjpG0CFtkTxe6s7IfYLtDljVNz71PvJD9cD7PvPE+8fRniTsy8soxYoR59vd5NqLtxs1Q+2fXDN1mSOTwMtr4c4y2BmxTlkD2bX6RvT+/TxwOx1m5DZnRcPL0UtkB/+61h6D2APbgSGcjesjs01Z1NaI3YS74gt8dI6zTeyiuNDHtkSQFTyJ4tO2Sok3qHGnqyp7zt9FkNH4K5sRMqCrAfvRD53C6Abfb2QEb/xv7pkfVRqecg+PSRyByErbQeHV+csMrWGYLZksVYGC3d722xKsw/3QjVmklxpvfw3bTGxAc5nefD93nIQDz57vW9TzgGtFbtmzhoosuIiRE9dE/fvw4RUVFJCYmMnt2z7jdzZs3Y5omK1asICwsDIDS0lKOHDlCfHw8mZk9A+q3bdtGR0cHS5cuZdw4NfFBeXk5hw8fZuLEicybN89ZNicnh9bWVhYvXsz48Wrph4qKCvLz84mOjiYpSY2LMAyDnTt30tzcTFZWlvNbj9OnT5Obm8v48eNZvHixc7t79+6loaGB+fPnM2GC6vZaU1PD/v37iQn7Glnrfuksm5+XR319PdOjltK9jHrbrv+gs9UiryaLZb3+Xrm5uVRXV5ORkcHkyeoksqm6mJBd3yFv8uNk9bqSkp+fT0pjMx11zXR3vG3tAKvxNLu3bnUOyAc4fPgw5eXlpKenk5qqviVsb29n69atGIbBmjVrnGWPHDlCaWkpaWlppKWlAWpH3rRJjXdZvXq1c2cuKiri+PHjpKSkMH36dEC98bunpV+1apVzTENJSQnFxcUkJSUxa1bPmI9NmzZhWRbnnHMOoaGhAJw4cYKjR48yefJkMjJ6Zojevn07NTU1zJo1y1mHsrIyCgsLmTRpEnPnzu1Ttr29nezsbCIjI53ZFxQUEBcXx4IFXd2ywxPZeSqVlrZOFs2eSHSkeq9W1rSQd7SGmI6TZC1Ng2lr4Ng/2XPEoDEmiQUzJxA3XtW3uq6VA0eqiWotZcmKnrEx+6rTqG9sZ970OCbGqPd1XX0re/NziXAsZNnSG5yt69zcXGpqapgzZw4JCQkANDQ0sHv3bsLCwlixYoXzteXl5VFVVcWsWbOc7+Hm5mZycnIIDjmPc3ldjYu+6EcUFByioqKCGTNmkJycrN5/bW1s27YNm83G6tWrVVfl6k8pDFtCWcQ6ph0/ztSp6tvJjo4OtmxRayGuXbvWWYejR49y4sQJUlNTSU9XE3T0t4yEYRjY7XYqKyspKirqk3132ZUrV/rlMSI2NlYtrbDia7DtN+yqMGh+/Q9kzRlHDEBn84iOEZGRkWRnZzvLHjhwgNraWjIzM4mPV0vF1NfXs2fPHsLDw1m+fLmzbL/HiKYmdu7cSUhICCtX9iy1kZ+fT2VlJTNnzmTKFLW2dUtLCzt27CAoKGjAY0RycjJJiZPpaO5k82Gw1R1kzfk9Y8g8dozYv4VilpMUdy69R4UN5xixdetWOjs7WbZsGRERao3pUR8jgJ07d9LS0sKiRYuIjlZd+CsrK8nLyyMmJoasrCxn2T179tDY2MiCBQuIi1NfqlVXV3PgwAGioqJYsqRnlv99+/ZRX1/PvHnzmDhRjaerq6tj7969REREsGxZzyfEYMeI0NDQPp9ngx4jgoM599yedU0LCgqGPkZ0KSwspKysjGnTprntGAFQXFxMSUkJycnJzJjRc2VHm2NEl127drl8HrF//35qamqYOnWqc38Z8TEicjI0lkPVYXKrQ1w/RuzNoXLPIWaSwJTP/D+w2Wlpbh7yGKHzecRojxGVlZXU1NQQFRXVZ6ymvx8jXD6P2F9FcDucm9gzieSQx4i082DzL6D4E+8cIxJj4MOfQMI8PqlPBXvwwMeIWbMwanaRFAsHq2PZvHkz55xzjjpGHHyd0twtHIk5j/iU6a4fI/LzmAfO9aHdcowIu4jx2Fh85F/ORnS/5xGV5ez/08NEVh8gGyD7drjkEQ7k5lNbeJzMzCji48MhKIT6uhb27Dne9zwiMo3c7Cep/ug3ZBw/yOS/3gnXPkdTc7NbzyNGe4xYtWqV833ZfUV6KAHXiPZnNputz0HYXTqDJvTpAtMeUktrUARW98QA5R8Qeuz37I99AsuF2WJDcx+gNOJSmkPO7vrdYRuPreN0rx80uLRNXRmGwYQJE5g+fbr7ulBFzYCY09DSApMXQdeHH8EVUJUHwV0zVGZeoSY9Ol0JqbMgYQF0ffgRdhoqDvSdIXFcqhp7Y6uHhHnQ9eFHzfvQ0KiWLFg4jHE4rpo4S01S1liulmdiiPU7y/bB5ifU/ezb1CRqbmSz2UhOTla9NHTt9hYRByvuho/fU8t4zLtczUHiaIYA7CFss9mYlZ5EWyNUNhg964Z6kumA0j1AjFqfVgyLYRge+TwTntP9eTZt2rTRHxvjM9QxvyIfgoYx+dfRD9UM9hOmQ9p5o6vDGGGz2ZgwYQJxcXH6fqYNpnspQMuFdaK7pS5Xk6LWHlOTgnraO9+F3FfU/aDzVXfyBdMhLqXf4rbky5gVuY/yokmq16BlwcePwgc/BhIh5ChE3ARk9vv4Piry4NRBdX/a6sHLDseEdDjxL7VetGUNPKdNzu+h+qhaGeTK347sPDJ6Csy7Gg4chry/qfOaSYtGV383691G27t3r0uPMSxroIXK9FJfX090dDTV1dXExMT4VVccn3avaSqG91ZgZT2KOfWGs8r2+zo2GKoBbti6upA2gj0MM/N70NmE0VqGsUJNUmV9+gcofglz7bvSDcvd75PGSvifWTgs4Ou7sE2YNrL3yV9uxcx7HRbfhP2KXw5edqRdZt7+Nux6DuZ+DvOaPwzSnbYT+7MXqYZ05pWY1z7nd92wfFG239fcXI3j8YXQ0Yjtip9iTJkDkdOwIlL9owueu8s2l2IV/g7THglzvuX5Y0T+m5h//jJWSAzGdw5jC+5Zy1Kr94mflJXu3GMs+/ceVHM3nPN1zIsedi2jznbMXyzEaizHuPJX2BZ9adA6yHlEALxPXMmo9J9QuQV7/Ao1ZtaFjOx2O/zmPCjfj3nNs1iZV3rufXJiJ7ZnLwYMiEnBUXtClTXsGJf+DJbeMXhGpgPbuw9g7FLnzea4yVhNFRhGELb1P4clNw+c/fFdWM+tx3C0YDvnHvjsT9yXUXsLPDoTe2cj3PUJJC44u2zlIaxfn4tpOeCaP2Cf/7nRZX/wNfX3mXeNX38+1NbWEhsbS11dnfNKf38C7hJid3fObgN9a9f7D+vpst3dS71etrMFNq6HKVdipFyN3eyalMg2Tn3j1FGPzR6uprvv7YoijN7/3/xFmH0vtqRLoOkY/PNcyLgXxk3DOPwkpN14Vj36+/sMVF9vlgXvZj+q90nkJEhdif3YJih8BybeM3DZgbbbUI5R8AZ2TFh2x+BlB9nukH/3RTepRvTBv2JLXanWO+6v7NYnVQM6LAbWPSrZd+n3dUTEYV9xJ3zyc9jxovqQMwyMAbbhqeOJ1zLqbMQwwB42Hjx5PDFN2PQYfPBjbFgw9zLo1YAGzd4nflLWX4/5AX2M8GXZSV3dlSsLXP+7H/wrtsZSiJwM868dsg7yPhl+Wb97n/Qy4N89KBRsgNkxdNne201ZDuX7sZ3MgflXj64OA5W1LPinmieFrBvgiiewH3obtvwvHN8G7/4HTFuLbWL/k33ZzXZ49Q41USwGrPtvbFnXw+tfVbNjv/lNtcznJf+FPajv5xD1pdj+coPqgTbzYrjoRz3bdUdGoRGQvgoOv6uuRicu6FvWNOHNezGsDuwzPwvzrnJtu4P93Rd83vWyw9muF8r2JwD7hfgvh8PBxo0b2bhxo/MbHI8qfw/q8uDTp+HlqJ5/TcfU799eACf/fvbjItP6/rOHqUXaQ2LUskiz/w3ezYbXp6huODO/5vnX4iNez+xMcy5Xt/lvjuzxu/+ous6lrPDsGn3JS+DCh9T9d78Lh/9xdpn8N+GjR9T9z/4EohI8UhWfZ+ZO59wDIVFqvfBD7wxdXlMOh4ONO4vYWDoHR+w5nnuillr48w1qZmDLhKwb4dKfe+75AlhA7WdjhFszczaiD7lW3rJg26/U/WV39KwtK4YU8Puaret6ntU5eLkzpXSNuT2+3b316S33VTiRo4bZXfB9sNnVedlt76oZrh3tXeudd3XqrdwK5R/gaKlm4wfvs/FX38RR8LYaTnfdH9UFhtAouO55tT0MtdzbE1nw/v/rmfG+owX+9CVoKFP72jXP4JHVHrpn6T7yr7N/t/dFKNkCwRFw6aPDX8JUMyPZzwLuSrS/82rv+eQr4UuDPN+Vxa5t5zMf9f3/wp9A2g1qSYL4NWAP7A9Dn454mLNeNUpLtkHDqeE1PB2dsPNZdX/pHYOXdYdV31LjZvY8Dy/fqj5kEheobzM/+qkaDwQw+1L1ja4HBcgoFTU2eultagKVHU/C1EUQHpjLwVi2UAhLgBgXxoiNRHku/PlGtS60PVSdFHR1oxMjEzD72Rjitsy614quOw5tDaphMJhjm1UvpKAwWHKbe+owhgT0vtY9B8awG9FdE5yV7YP2ZgiJcG+9OlpUwxZg1b19l2IzDLjsf+BXK9RcMPv+BAuug6rNajlKWwxW7mtQexxCxsMNL6mZtXs/fvV3YPIC+OvdUH8SNj2u/iUuVOunl+5Ryy5e/ycIG7hL8ah0N6KPb4PW+p7naaqCf/5A3V/7HxDrn8tSudtw97OAGxM9VP91X7Isi/b2dgBCQkL6dDsX/skvMnv6Aji5Cy57DJbe7vrjDv8DNlyn1hX81kEICvVcHbs5OuCFa6BoI0Qlwpdfh/cfUt2FQM06fdHDYPfc93d+kZk71RyDX82H6DZYeT8s+Ymva+R2Hs+svRl+uUCtVRmdCl/4o5oYRoxYwO1nY4DbM/v5LGg8BXd8oHojDealL6l175fcCpf/YnTPO8YE/L7W2QydTWAPh+BI1x9nWfDYHHW19pa3Ie3coR8zHJ/8j+q1NH4KfH1n/430Tx6Df/0nREyAm16AivcgKAJr/wHaC94FexghX/4zRtrKsx/braNVnSPt/zMUvqd6D4K6Qv/l12Gahyfge2IxVH8KsWnqHC3rBnj7ftj3kpqk9s6Pzh72GYB672etra3ExMSMvTHR/swwDOdSCEIPfpHZnCtUIzr/jeE1oj/9oOvxl3unAQ3qQHvdH+EPn4XKAvj1CsBSV/6ueMIzs4OfwS8yc6fYqZB+AZx+B0o2wRDnqjoyDIPQjjKwHGCfDEHj3PsEB1/raUDftVFd4RejEnD72Rjg9swmZahGdGX+4I3o05/CobfV/RWBO/zLUwJ+XwuKUP8ADj0JHfX9lwubBDN6zbdy5HcwJRwq2uDgT6CxVyM6JAZm9cwjw6d/gJayAZ5/nJrnp1vR81CdB/t/BXHtkLkADj+ufmcLgczv9JRNjoeUaGgqhU/uhVnroGAzRsFHhNqC4fpnYbAGNEBwGMy9Sv1rqoLc11RjetENnm9AA3z2p/DXu6CmGN75d/jgJ9BWBxiw/hdjogENffeztrY2lx4jY6KF8Hfd46KLPoG6k64/ruhjdTttzeDl3C08Br70Z3UFHAvGJ8Pt//BKAzpgLfmKui3bC611Pq2Kx5z6QJ28dM/Z4C6WBTueVveX3i4NaCHcpdfkYoPa/hvAUpMjTZJl0cQgrE41wVi//87o7m12qC7WhgV1JYOXHXS7ZyytZXbC0X+B2QbjJ6uhC93l+luGa9bFqg7l++Dg65D7oVp+69pnerpLu2rcRDVu+sZXYO7nhi7vDrMvgW/nqflB4tK7GtCoz8uUpd6pg6bkSrQXmabJiRNqavzk5GSXZ38TvuMXmU2YDlNXwbFNagKKC38w9GMaK9TaguDedQVdFZumulflvwGLb1YzjXuJX2TmbjMugY9jobUGDrwES+/2dY3cyjRNTpTVQgckT4tw77e7J3erLx/sobDoy+7c8pgWkPtZgHN7ZvFdjeiKQRrRLTWw5wV1X65Cj8iY2tfSbwPM/n9nnDGxVvpNEJIJOzdBSz1c881ek1+d8Tea+kXV06n/Dff9b2gm5B8CQuGy30Hy0oHLJl8FUy6DGjvsfQlOFwEG5pX/y4nIRVBSokdmIeNg2Vcg+3bVtbwyH5YH1nnGUHrvZ64OC5ZGtBdZlsXRo0cBmDJlio9rI1zhN5ktv0s1onc9qyajCA4bvHz3VejJ83135W3SLJh0v9ef1m8ycye7HZJXwJF3YPcfIPuugJop07IsjpY2gQVT7G7uyp3ze3U772oYN8G92x7DAnI/C3Buz2zSHHU72JXo3NegoxniMyF97eifcwwaU/taSLTrZYPHQ8oqMMKguQ4aqmGApaYIHsZcSflvq3Z8xuWQfvEQdegaw33Rz+Dwh2p4w7r/xlrwRY5+8gmgWWY2G2Rcqv6NMb33s4ULF7r0GGlEe5FhGEyePNl5X/g/v8ls9qUQnaJmQs19VY2VGUzRRnXr7a7cfsBvMnO3lJVw9J/qG+ITOT0zkwYAw+xg8nh1lcAIHmKW3+FoOq32F/DODPVjSMDuZwHM7Zn1nqG798y+veW+pm4XXh9QX/x5k+xrgwgKgSmLoWSrWupqoEb0cJQfULfTL3D9MeGxcNcn0FAKSYswTFMy08xI9jNpRHuRzWYjIyPD19UQw+A3mdmDVCPg/YfU+LKsLw1+QuKr8dB+wG8yc7fwiTApE+ry1RjfAGpE28xmMpJQy+UN1ctiOPa+AI42SMyCKQE4I5sPBex+FsDcnllEnBq6U1OsJg47c96L+lK1tBV4b3xnAJJ9bQgpy3oa0UNdYHDFqVx1O3n+8B4XleBchlQy00/vzOrrB5jc7szHeLJCQgg3WnwTBIVD+X61bvRAao6pkxpbEEw9x2vVEx4WuxDm3gkOA/Jeh8ZKX9fIfTob1W3QMJY3GYrpgJxn1P2ld8hVMCE8IetGdbvz2bN/d/CvgAUpKyAmxavVEmNIynJ1e3zH6LfVWKm6ZGOoIQhCDEIa0ULoIiIOFlyn7u/47cDluq9CT1kCoW7sGit8K24JzP0KJGSDox32PO/rGrmPJxrRR/4FtccgLAbmXeO+7Qoheiy6UU34dHwbVOT3/V33UArZ/4QnJXf1yqrMh5ba0W3rVFdX7rh0CHXj55EISNKI9iKHw8GmTZvYtGkTDsdAswQKf+J3mS2/S93mvTHwcldjeDw0+GFm7rasa7mr3X/0bT3cyBGSwKZTmWwqinFfZjldy1otuhFCItyzTeEU8PtZAPJIZuMTYfY6db/31ejqIji5Sy31M/cq9zzXGCX72hAiJ6lGL8CJnaPbVnl3V+55o9qMZKafkWQmjWgv6+zspLOzc+iCwm/4VWYJcyHtPLVUw85nzv69ZfUaD+2Dpa38hF9l5i6OdmithPSVYAuGmiJ1ohoIQmLoDI6nM8hNM8lXF0HhP9X97Nvcs01xloDczwKcRzLLvlXd7vsTtDer+we7JhSbthoi4937fGOQ7GtDcHbp3j667XSPh04Y5njofkhm+hluZjKxmBfZbDaWLVvmvC/8n19mtvxuKP5Efeu/+jsQHN7zu8pDajxPUFhATTw1HH6ZmTvUHYQTf4OomSrbY5vh6EcQN83XNRs1t2d24BXAgvTz1Trrwu0Cdj8LYB7LLP0CiJmqhk/kva4mvjwgXbndRfY1F6Qsg30vqWEFo9E9M/cor0RLZvrpnVlHR4drj/FkhURfhmEQERFBRESETHmvCb/MbPY6iE6Flmr4x/egqrDnd91XoVNXQFCob+rnY36ZmTvYu74scTT3rLd69CNf1catjKYiIhylRIS4aTmQTz9Qt5lXjH5bol8Bu58FMI9lZrPBkpvV/Z3PqrHRFQdVj5mM9e57njFK9jUXdF+JPrELHCO8+tvZBlWH1f2E0TWiJTP9jCQzaUQLoRubHc65R93f+Qz8bzY8dS5sfBTy31A/H6PjoQNaUNe4XkdLTyO6aCOYps+q5Dbl70PRC9B8YvTbamuEE12ztKafP/rtCSGGlnWjWhHixA744MfqZzMuVBNiCuFpkzIgdDx0NKkvcEaisgDMTgiLhuhk99ZPBCTpzu1FpmlSVlYGQGJionTx0IDfZrb8LgiPgQMvq6uRp3J7xvLAmG5E+21mo2XvakR3NkPSYgiJgpYateRZUpZPqzZaZlsDZdXAuGYSI83RZXZsszoRik0LiK7u/ipg97MA5tHMohJg9qXqi9yCt9TPpCu3W8i+5gKbHZKzVS+kku2QuHD42yjvNR56lFePJTP99M5s3LhxLj1GUvUiy7IoLCyksLAQy7J8XR3hAr/NzDBg4Rfhxlfh/kK44n9hxmfUlYCJs0f2ARIg/Daz0XJeiW5V+U87T/3/6Ie+q5M7WBZWZyOFp6Cw+NToM+vu4t59tV54RMDuZwHM45l1TzAGal6O7lm7xajIvuailBXqdqTjok+5Z2ZukMx0NJLM5Eq0FxmGwaRJk5z3hf/TIrOIOFj8ZfWvrRHsIWAfu7u2FpmNhD1MNZ4tq6dL96G3VaNx1bd8XbuRc7RgWBaTooD4pNFn9mnXlwrSldujAnY/C2Aez2zaWtUDpKYYZl0CoVHuf44xSPY1F01dqW6PbVGfk8P9WzknFRv9zNySmX5GktnYPdP2AZvNxty5c31dDTEM2mUWGunrGvicdpm5yrCphnRnS99x0ce2QkdL31naddLZiM0Gc9MiIHOUJy/1ZVCZDxhjeok3bwjY/SyAeTwzmw0+85/wr/+Ec7/puecZY2Rfc1FytprMrqFMLQHZvXa0Kyyr1/JWo78SLZnpp3dm9fX1rj3GkxUSQgjhRhNWQML5qjE9cRZEJYKjbfRrY/pSR4O6DXLDF0BFG9VtUpZMaCSEL8y9Cr65B6Ys8XVNxFgTHA5TFqv7x7YO77H1J9UcI4ZdTVImhAukES2EELpIWKP+BUeprmqBsNRVZ6O6dUcj2tmVe+3otyWEEEIvvbt0D0f3pGITZ0FwmHvrJAKWNKK9yOFwsGXLFrZs2YLD4fB1dYQLJDP9jKnMusf96tyIHpeKI+kKthyLHl1mltVrUjEZD+1pY2o/CxCSmZ4kt2FI7W5Ebx7e4051j4cefVdukMx0NJLMZEy0l7W3t/u6CmKYJDP9BGxmjlboqAdbKIREQ3rXUmale6G5Ws8uzCGxEDuedqMeRpNbZQE0lqtZgVOWu69+YkABu58FMMlMT5Kbi1KXA4YaE11fBuMTXXtcufvGQ3eTzPQz3MykEe1FNpuN7Oxs533h/yQz/QR0ZhUfQ+UWmLQSEi+GqMkwaY6aTKv4E8i80tc1HBG3ZNbdlXvqSumO5wUBvZ8FKMlMT5LbMIRFq9m1y/dDyRbX1yp34/JWIJnpqHdmrl6JlmS9yDAMIiMjiYyMlCnvNSGZ6SegM7N3rRXd2dzzs+7xv59qul50wxGMhiNEhtlHl5l05faqgN7PApRkpifJbZimnqtuXR0X3d4Epz9V9ycvcEsVJDP9jCQzaUQLIYQugrqWsXK09PxM98nFyv4BxS9Ca9nIt9HZDsWb1H2ZVEwIIcauqeeoW1cb0RX5gAXj4iEy3mPVEoFHunN7kWmaVFRUABAfHy9dPDQgmeknoDPrvhLt6HUlOu1ctSxHTRHUFENsmi9qNnKdjZgWVJxuhcbykWV2Igc6miBiolvHtImBBfR+FqAkMz1JbsPUPblYRZ5rc4WUu3dSMZDMdNQ7s7Aw14aESSPaiyzLoqCgAIBJkyb5uDbCFZKZfgI6s6B+unOHRkHyUji+DY5uhCVpPqnaiJid0NmCZUHBpyfBVjGyzJxdudeAnKx4RUDvZwFKMtOT5DZMkZPUUlVVh6FkG2RcOnj57ka0G7+Alcz00zuzhQsXuvQYaUR7kWEYxMXFOe8L/yeZ6SegM7N3d+du7vvz9LWqEV3wd1hys9erNWKdTQAYho24iQld94eZmWXBoXfUfenK7TUBvZ8FKMlMT5LbCExdqRrRxzYP3Yh2Tio2321PL5npZySZSSPai2w2GwsWuGfSAuEdkpl+AjozZ3fuVrBMMLquus6/Fjb+FxT+AyoKID7Dd3Ucjs5GAGwhkSyYM8LMjm1Wa3wGhUPGejdWTgwmoPezACWZ6UlyG4HUlbDrOSjZOng504RTB9V9N16Jlsz00zuz+vp61x7jyQoJIYRwI3s4TFwO8WtVI7rbxJmQcZm6v+UJn1RtRLoa0QRHjnwb255Stwu/qOc62UIIIdxrate46NK90NY4cLnqT6G9Eeyh6nNUiGGQRrQQQujCZoekdZCwBmxndCRa9S11u/8vUHfS+3Ubie5GdNAIG9HVR1UXdoAVX3VPnYQQQugtJgWiU8FywIkdA5frXtUheSnYg71TNxEwpBHtRQ6Hg+3bt7N9+3aXF/IWviWZ6WfMZpacDWnngdkB237t69q4Ztw0SPkcjpjskWW2/beABTM+A5Nme6ya4mxjdj/TmGSmJ8lthLqvRg+21FV3IzptlVufWjLTz0gykzHRXtbS0jJ0IeFXJDP9BHRmnc3qCm5QZM9s3d3OvReKP4Gdz8J59/V0bzYdasz09t9AZ9vg2w+Lhgt/CItu9Ej1+wiNU/8cDlpaPhneY1vrYM8L6v6Kr7m/bmJIAb2fBSjJTE+S2whMPQf2/2ngRrRleawRDZKZjoabmTSivchms7Fo0SLnfeH/JDP9BHxmx/8KDYWQfCXELer7uxkXQsJ8NdFWzjOw5jvQVAWv3t6zDNRQGlvhb/eosWSXPOKVLm4jymz3H9VYtklzYPoFHqyd6E/A72cBSDLTk+Q2QtNWq9vj2/tfL/r0p9BYrsZDJy9161NLZvrpnZmrpBHtRYZhEB0d7etqiGGQzPQT8Jl1X30+c5krAMOAc/8NXrtDXXVOXQF/vRvqT0BwBFz2GKSdO/j2926Ajx6BnKehIg8+/39q3U1PqD8MGBgRycPLzNEJ23+n7q/4qnrdwqsCfj8LQJKZniS3EYpLh/i5UHEQDr8LWV/q+/virt5PydkQHObWp5bM9NM7M5mdWwghApFzregBuh3N/RzEpEJzFfzfetWAnjAD7vgXZF2vfjfYv7UPwBdfgpAotXzU79ZA6R7PvJbSd6D4RWirGt7jCt6CuhKImAALrvNM3YQQQugt8wp1m//m2b/zYFduMTb4VSP6m9/8JoZhOP/NmDHD11VyK8uyqKiooKKiAsuyfF0d4QLJTD8Bn1n3lejOfq5EA9iD4Jxv9Px/zuXwlQ8hIdP158i4FL7yAUyYCfUnYcMXoKN15HXuj2U5Z+e2gsYNL7PuidOyb4PgcPfWS7gk4PezACSZ6UlyG4U5l6vbI/+Ctoaen3t4PLRkpp+RZOZXjeidO3fy97//nZqaGmpqatizx0NXP3zENE3y8vLIy8vDNM2hHyB8TjLTT8BnZh+iEQ2w5GY1ydj6X8B1z0PY+OE/z6RZqiE9PhkaT8HB10ZS24GZ7WomccA0wl3P7MQuNcbNFgxL73BvnYTLAn4/C0CSmZ4kt1GIz4S46eBog8J/9vy8+mjXeOgQt4+HBslMRyPJzG/GRHd2dnLw4EFWr15NZOQI1wxFTVFuWRZG1xg50zSd/+89uL97+nKbzebxspZlYZomDoeDmJgYl8oC2O12j5ft73X4W9mh/u7DKTvQ32ewsuPHj3eWc+d2Xc3IH8rq9j6Jjo52/m6o1+xPxwiXMrKFYZpARxM9Jc8oGxQKF/3n6LMPG4+ZfTvWBw9jbH0K28LrwTDck2d7PZYJRlAI2EOIiYnBsixn3QbcbtdVaGvetZgRk8Dh8Pkxwltl/ekYcebnmW7HCH/I0xfZn/l5NhY/H3R8n4wff/YXof5+jDizrM/eJ3Muh82/gPw3MDOvUmWLPlZXEZOXYgWFYXogz5iYGOexUqdjhCfK6nCMsCzL+ZmmXSP6wIEDmKZJVlYWJ0+eZM2aNfzud78jNTW13/JtbW20tfUs1dI9CHzLli1cdNFFhISEAHD8+HGKiopITExk9uyedUQ3b96MaZqsWLGCsDA1oUBpaSlHjhwhPj6ezMyero/btm2jo6ODpUuXMm7cOADKy8s5fPgwEydOZN68ec6yOTk5tLa2snjxYudBr6Kigvz8fGJjY8nKynKW3bFjB83NzWRlZTmDO336NLm5uYwfP57Fixc7y+7du5eGhgbmz5/PhAkTAKipqWH//v1ERkaSnZ3d529ZW1tLZmYm8fHxzr/Pnj17CA8PZ/ny5c6yubm5VFdXk5GRweTJkwFoampi586dhISEsHLlSmfZ/Px8KisrmTlzJlOmTAHUdPA7duwgKCiIVat6usQcPnyY8vJy0tPTnRm2t7ezdetWDMNgzZo1zrJHjhyhtLSUtLQ00tLSALVzbtqkutqsXr3auYMWFRVx/PhxUlJSmD59OqDe+J98oiaIWLVqFUFB6m1dUlJCcXExSUlJzJo1y/l8mzZtwrIszjnnHEJDQwE4ceIER48eZfLkyWRkZPTJqLOzk2XLljl3xrKyMgoLC5k0aRJz5851lt2+fTvt7e1kZ2c7vwiqqKigoKCAuLg4FixY4Cy7c+dOWlpaWLRokXMig8rKSvLy8oiJienzPtmzZw+NjY0sWLCAuDg1u2R1dTUHDhwgKiqKJUuWOMvu27eP+vp65s2bx8SJEwGoq6tj7969REREsGzZsj7Z19TUMGfOHBISEgBoaGhg9+7dhIWFsWLFCmfZvLw8qqqqmDVrFklJSQA0NzeTk5NDcHAw557bM1lVQUEBFRUVzJgxg+TkZEDtr9u2bcNms7F69Wpn2cLCQsrKypg2bRpTp04FoKOjgy1b1JIUa9eudZY9evQoJ06cIDU1lfT0dEAd6LqzP++887Db7djtdqKjoykpKeHYsWN9hoV0l125cqXfHiMWLlzoLLtr166zjxH1neQegvGx7Sye2VWwajt7c7bR0OJgflo4E8arGbVrGjrZX9RMZFI22Su6/u7VuziQs4naJgeZqeHEx6iy9U2d7Pm0mfD4hSxfdaEqW7Of3CYH1WHLyGgsYHLO9yAunaYWBzsLmwiZMJeVaz6rytblkb/zfSrrOpmZFMaUierv29LmYMehJoJiZrHqgvWqbP1hDu/8O+WVkD4ljFS7naysLNra2tiyZcvAx4iJ40jLex0Ax9I72dSVpy+PEVu3bnUeIyIiVC+BsXiMyM3N1eYYAVBcXExJSQnJycmBd4wY4DziwIEDzvOI7r+DnEf4/zHi9OnT1NfXExcX16dRoNsxwmfnEZlXqEb04fc4eriAE+UVpB7bSTpA2iqPHCPsXZ9pH3/8MVu2bNHmGDHW2xrd+8zevXtxhde7c1911VXExMSc9e+NN95g9uzZPP/88+zfv5+goCDuvPPOAbfzyCOPEB0d7fyXkpLixVchhBA+EhIDGBDT84FKRx2010BHPbScguYT6l9LufqZ5ehVtr6nbGt/ZTt7ynY2gNkEURMhyISjb3eVLTu7bEcjtFV3bbeiZ7vNXWXN3tttgva6rtcT6/prL3hLbWfqKkhcMHR5IYQQY1vSYhg/BTqaoGyfGg9dnqt+J5OKiVEwLC+PeD916lS/i1nHxcX16a5SUlLCtGnTqKmp6bcbS39XolNSUqiuriYmJsavuuJIF4ux3Q1L3if+8T4Z6DX7Q9lhZ9R8CkJisHcvy9FagaPlNGD1v91xadhDusZSt1bhaKkcuGxEKvbQriE1bdWYLaewKg5j/OVG9TpufhMrMr6rbAr20ChVtr0Gs7l84IzCp2AP61ryo70Os7kUywIjMg1b1+Rgg2bf1ojxiwXY2mrgixuwZl8qxwg/KivHCMle5+zlfRLg75N3vgvbf4O54EtYq76F8etl2OzB8ECJ6s4t2Xu0rG7HiNraWmJjY6mrq+u3DdrN641oV7W2thIeHk5BQUGf7lMDqa+vJzo6esgX7EsOh8M5WdqiRYv6hCv8k2SmH8nMQ55br9bVPO8+uPCHbt20S5nl/B7+fh/EToNv7AKb5OpLsp/pRzLTk+TmBsWb4blLISwGLvg+vH0/pK6E297xyNNJZvrpndn06dOJi4sbsk3p9e7cA/nOd77Dhg0bnP/funUrNpst4LppNzY20tjY6OtqiGGQzPQjmXnA8rvU7c5noWOANapHYdDMTBO2PaXur/iqNKD9hOxn+pHM9CS5jVLqChg3CVprYfMv1c883JVbMtPPcDPzm4nFFi5cyPe//30SEhJwOBx84xvf4KabbnJOwhAIbDabc+KY3t0yhP+SzPQjmXnIrHUQnQp1JZD7Kiy60W2bHjKzI/+E00cgNBqybnDb84qRk/1MP5KZniQ3N7DZIeMy2PUc1B1XP/NgI1oy089IMvObRvSNN97IwYMHueaaa7Db7dx444389Kc/9XW13MowDOesiEIPkpl+JDMPsQfB0tvh/Ydg+29UY9Ywhn6cCwbNzLLgk/9R9xd/GUJHvgSicB/Zz/QjmelJcnOTOZerRjR4bH3obpKZfnpn1r3i01D86uuRRx55hNraWk6fPs0vf/lL5xTvQggh/MDimyAoHMoPQMlW7zxn/ptwfDsER8A593jnOYUQQgSWtNXQPbnllGwICZyersI3/KoRHegsy+L06dOcPn0aP53PTZxBMtOPZOZBEXGw4Dp1/+Ofu22zA2bW2a6ufAOs/AaMT3Lbc4rRkf1MP5KZniQ3NwkKgYzL1f3p53v0qSQz/YwkM2lEe5Fpmhw4cIADBw44p1QX/k0y049k5mGrvgW2IPj0X1D0sVs2OWBmO/8A1UdhXDys/KZbnku4h+xn+pHM9CS5udFnfwKXP+HxzxPJTD8jycxvxkSPFVFRUb6ughgmyUw/kpkHxU2DJbdCztPw/n/CHe+7ZWz0WZm11MLGn6n75z8oY6H9kOxn+pHM9CS5uUl4DCy52StPJZnpZ7iZ+e060cOlwzrRQggREBpOwRNZ0NEMX3gR5qx3/3O89wPY8gRMyoC7N6uJzYQQQgghPMjVNqV05xZCCDE8UQk9k3z960fg6HTv9muOqRnAAS56WBrQQgghhPAr0ogWQggxfCu/AeGxUHUI9v/Jvdv+14/A0Q7T1sDMi9y7bSGEEEKIUZKv973I4XCwb98+ABYuXIjdbvdxjcRQJDP9SGZeEhYN590H730fPnwE5l0LwWEj2lSfzCY6sOe+Ahhw8Y/dtha1cC/Zz/QjmelJctOPZKaf3plNmzbNpcdII9rLXF3AW/gPyUw/kpmXLP0KbHsK6k/AzmdGtY5zfX09WBbseVT9YOH1kLjATRUVniD7mX4kMz1JbvqRzPQz3MxkYjEv6l6DDGDChAkYcoXF70lm+pHMvGz38/DG1yEsBuZcPqJNWBacbrNDeyMTPn0FIygMvrEboqe4t67CbWQ/049kpifJTT+SmX56ZxYcHExMTMyQbUppRAshhBg5Ryc8dQ5UHXbfNs+7Dy78ofu2J4QQQgjhAlfblNKdWwghxMjZg+D6P0H+G2A6Rr+9sGhYfNPotyOEEEII4SHSiPYiy7Koq6sDIDo6Wrp3aEAy049k5gMTpsOqb4344ZKZfiQz/UhmepLc9COZ6ad3Zq7mJUtceZFpmuzdu5e9e/dimqavqyNcIJnpRzLTj2SmH8lMP5KZniQ3/Uhm+hlJZnIl2ssiIiJ8XQUxTJKZfiQz/Uhm+pHM9COZ6Uly049kpp/hZiYTiwkhhBBCCCGEGPNcbVNKd24hhBBCCCGEEMJF0ogWQgghhBBCCCFcJGOivcjhcJCbmwvAvHnzsNvtPq6RGIpkph/JTD+SmX4kM/1IZnqS3PQjmemnd2apqakuPUYa0V5WU1Pj6yqIYZLM9COZ6Ucy049kph/JTE+Sm34kM/10ZyaNaD9ks9mYM2eO877wf5KZfiQz/Uhm+pHM9COZ6Uly049kpp+RZCazcwshhBBCCCGEGPNkdm4hhBBCCCGEEMLNpDu3F1mWRUNDAwBRUVEYhuHjGomhSGb6kcz0I5npRzLTj2SmJ8lNP5KZfnpn5monbbkS7UWmabJ79252796NaZq+ro5wgWSmH8lMP5KZfiQz/UhmepLc9COZ6WckmcmVaC8LCwvzdRXEMElm+pHM9COZ6Ucy049kpifJTT+SmX6Gm5lMLCaEEEIIIYQQYsyTicWEEEIIIYQQQgg3k0a0EEIIIYQQQgjhIhkT7UWmaZKXlwdAZmamLMCuAclMP5KZfiQz/Uhm+pHM9CS56Ucy00/vzJKTk116jDSivciyLKqqqpz3hf+TzPQjmelHMtOPZKYfyUxPkpt+JDP99M5sypQpLj1GGtFeZBgGs2bNct4X/k8y049kph/JTD+SmX4kMz1JbvqRzPQzksxkdm4hhBBCCCGEEGOezM4thBBCCCGEEEK4mXTn9iLLsmhubgYgIiJCunhoQDLTj2SmH8lMP5KZfiQzPUlu+pHM9NM7M1c7acuVaC8yTZOcnBxycnIwTdPX1REukMz0I5npRzLTj2SmH8lMT5KbfiQz/YwkM7kS7WXBwcG+roIYJslMP5KZfiQz/Uhm+pHM9CS56Ucy089wMwu4icWqq6uJiYlxdp0wTRPLsjAMo886bQ6HAwCbzebxspZlOb/VsNvtflW2v9fhb2WH+rsPp+xAfx9/KCvvE8++TwZ6zf5QVrKXY4S8T3z/PhnoNftDWclejhHyPvH9+2Sg1+wPZSV792VfW1tLbGzskBOLBdyV6C1btnDRRRcREhICwPHjxykqKiIxMZHZs2c7y23evBnTNFmxYgVhYWEAlJaWcuTIEeLj48nMzHSW3bZtGx0dHSxdupRx48YBUF5ezuHDh5k4cSLz5s1zls3JyaG1tZXFixc7//AVFRXk5+cTGxvLwoULnWV37dpFc3MzWVlZxMTEAHD69Glyc3MZP348ixcvdpbdu3cvDQ0NzJ8/nwkTJgBQU1PD/v37iYyMJDs721n2wIED1NbWkpmZSXx8PKC+ZNizZw/h4eEsX77cWTY3N5fq6moyMjKYPHkyAE1NTezcuZOQkBBWrlzpLJufn09lZSUzZ850rqHW0tLCjh07CAoKYtWqVc6yhw8fpry8nPT0dFJTUwFob29n69atGIbBmjVrnGWPHDlCaWkpaWlppKWlAWrn3LRpEwCrV692vrGLioo4fvw4KSkpTJ8+HVA7wSeffALAqlWrCApSb+uSkhKKi4tJSkpyTlsPsGnTJizL4pxzziE0NBSAEydOcPToUSZPnkxGRoaz7NatW+ns7GTZsmVEREQAUFZWRmFhIZMmTWLu3LnOstu3b6e9vZ3s7GwiIyOd2RcUFBAXF8eCBQucZXfu3ElLSwuLFi0iOjoagMrKSvLy8oiJiSErK8tZds+ePTQ2NrJgwQLi4uIAqK6u5sCBA0RFRbFkyRJn2X379lFfX8+8efOYOHEiAHV1dezdu5eIiAiWLVvWJ/uamhrmzJlDQkICAA0NDezevZuwsDBWrFjhLJuXl0dVVRWzZs0iKSkJgObmZnJycggODubcc891li0oKKCiooIZM2Y4F6xva2tj27Zt2Gw2Vq9e7SxbWFhIWVkZ06ZNY+rUqQB0dHSwZcsWANauXesse/ToUU6cOEFqairp6emAOih2Z3/eeec5D5jFxcWUlJSQnJzMjBkznNvoLrty5Uo5RsgxQo4RcoyQY4QcIwA5RsgxQo4RIMeI7mNEcXExrpAx0UIIIYQQQgghhIukO7cXu1iYpklhYSEAGRkZztnfpIuF/3bD6ujo4NChQxiGwZw5c7DZbNIVx8/fJ6Zpkp+fj2VZZGRkOK8oDPSa/ekYMZqMdM4e1JUHy7KYNWsWNptNm2PEWH2fnPl51v07HY4RnszIn7Pv7/NMl2OEzucRoy3b2dlJQUEBAJmZmc7y/n6MGG5G/lDWXXmapklBQQGmaTJ79myCgoK0OEaM5ewBDh06BMDkyZOZMGHC2OvObbfbnWECfd50Z5Y7k6fKGobh/HlFRQUAs2fPHrLscLY70rL9vY5ALgvDy9Nms1FVVQX0nCh6433ib2X9Nc/+ylqWRWVlpfP3vXlzv5fsXS/rcDicx8aMjIyzyvvzMWIsv09G+nnm62PEQGUhsLPv7/NMl2OEP5UF72ffnVvv6146HCN689c8PZG9ZVnO4+OcOXO80i6R7EdXtvd5SGJi4lll+xNwjWh/ZhiGc1zFmSf3wj9JZvqRzPQjmelHMtOPZKYnyU0/kpl+RpJZwHXnHurSuxBCCCGEEEIIcSZX25QysZgQQgghhBBCCOEi6c7tRZZl0dbWBkBoaKh08dCAZKYfyUw/kpl+JDP9SGZ6ktz0I5npp3dmrnbSlivRXmSaJtu2bWPbtm19ZoMT/ksy049kph/JTD+SmX4kMz1JbvqRzPQzkszkSrSXDTTTnvBfkpl+JDP9SGb6kcz0I5npSXLTj2Smn+FmJhOLCSGEEEIIIYQY82RiMSGEEEIIIYQQws2kES2EEEIIIYQQQrhIxkR7kWmaFBYWAjBz5kwZL6EByUw/kpl+JDP9SGb6kcz0JLnpRzLTT+/MEhISXHqMpOpFlmVRVlZGWVmZy9OnC9+SzPQjmelHMtOPZKYfyUxPkpt+JDP9jCQzuRLtRYZhMG3aNOd94f8kM/1IZvqRzPQjmelHMtOT5KYfyUw/I8lMZucWQgghhBBCCDHmyezcQgghhBBCCCGEm0l3bi+yLIuOjg4AgoODpYuHBiQz/Uhm+pHM9COZ6Ucy05Pkph/JTD+9M3O1k7ZcifYi0zTZsmULW7ZswTRNX1dHuEAy049kph/JTD+SmX4kMz1JbvqRzPQzkswC5kp097cG9fX1Pq7JwBwOB01NTYCqp91u93GNxFAkM/1IZvqRzPQjmelHMtOT5KYfyUw/Z2YGQ1+RDphGdENDAwApKSk+rokQQgghhBBCCF01NDQQHR094O8DZnZu0zQpLS0lKirKr8ce1NfXk5KSwvHjx2UWcU1IZvqRzPQjmelHMtOPZKYnyU0/kpl+ujMrKSnBMAySkpKw2QYe+RwwV6JtNhvJycm+robLxo8fLzuVZiQz/Uhm+pHM9COZ6Ucy05Pkph/JTD/R0dEuZSYTiwkhhBBCCCGEEC6SRrQQQgghhBBCCOEiaUR7WWhoKA899BChoaG+ropwkWSmH8lMP5KZfiQz/UhmepLc9COZ6We4mQXMxGJCCCGEEEIIIYSnyZVoIYQQQgghhBDCRdKIFkIIIYQQQgghXCSNaCGEEEIIIYQQwkXSiBZCCCGEEEIIIVwkjWghhBBCCCGEEMJF0ogWQmipsbHR11UQQgghxBgk5yBCGtFudPz4cZ5++ml27tzp66oIFx07dow777yTxx57jB07dgAgq775vz/84Q/ceeed1NbW+roqYgiWZdHc3MzDDz/M9u3bfV0d4aKSkhLuvfdefvvb35KTkwPIsdHfyTmIfuQcRE9yDqIPT56DSCPaTXJycpg/fz4ffvghd999Nz/60Y8oKioC5IDor958801mz57NqVOnePXVV7n99ts5ePAghmFIZn6qO5fw8HBefvllNm3ahMPh8HGtxGAMw+DIkSM89dRTLFy40Plz2cf814svvsicOXMoKirir3/9K1/72tcoKCjAMAxfV00MQM5B9CPnIPqRcxD9ePIcRBrRbvLee++xdu1aNmzYwLPPPktQUBDf/va3AeTEw0+9+uqrPPjgg/ztb3/jmWeeYeHChTz99NOAZOavunM5fvw4DoeDt956i5KSEh/XSgwlNjaW5ORkysvLnT+Tfcx/vfXWW/zqV7/ib3/7G08++SRpaWl8/PHHvq6WGIScg+hHzkH0I+cg+rEsy2PnINKIHqXOzk4ASktLqaurA2D+/Pncf//9HDp0iGeffRZAvqnyIw6HA8uysCyL1NRUAGbOnMn48eOx2dQuId8C+xfTNPvcJiQkcMMNN1BcXMx7771HS0sLILn5k+6sAMrLyykpKSEvL49f/OIX3Hbbbbz++uuSl5/p7OzE4XAwbtw453i/mTNncuLECRYtWuQsJ7n5XmFhIVVVVc5zkJKSEjkH8XNnZtbR0SHnIH6uO7Puz7P29nZAzkH82ZmZGYbhsXMQaUSPwK9//WvuueeePj/LyMjAbrdz6NAhAEJCQnjkkUe47777ALDb7V6vp+jROzObzYZpmlx66aVcdtllmKaJ3W4nPj6eAwcOAPItsD/onVn3ga77BGPz5s3Mnz+f733ve7zyyiscO3YMkNx8rb/MAIKDg7Hb7bz00kuUlJQwbtw4vvKVr/B///d/dHR0+Kq6gr6ZdX9OLVy4kNdee41HH32UdevWceDAAX784x9z/fXX097eLvuZD9XX13PZZZeRnZ3N+vXr+Y//+A8AFixYgGEYcg7ih87M7Hvf+x4An/vc51i3bp2cg/ihMzP77ne/C6j9CuQcxB8NlBmo458nzkGkET0Cu3fv5qmnnqKkpISgoCAA5s2bR0hIiHNiCIArr7ySefPm8eCDDwJ9r8wI7+qdmWEY2O12vvCFLzBp0iRnw6y6upq5c+cCyIm9H+idmd1ux+FwOPehqVOn0tDQwHnnnUdKSgqvvPIKTz75JBs3bvRxrce2MzPrvuLS0tJCWVkZa9as4bHHHuPJJ5/k5ptv5i9/+QulpaU+rvXY1t+x8aabbuKee+5hw4YNBAUFcezYMX7wgx9QVFTELbfcAsjnma88+uijGIbBvn37uOaaa3j77bd54403WL16tZyD+KkzM3vrrbd4+eWXufbaa0lISJBzED90ZmbvvvsuL774ovP3cg7if/rL7PnnnwegubnZI+cg0ogegfr6eubPn89NN93k/Nn5559Peno627ZtIy8vz/nz73znO3zwwQc0NDQ4D5TC+87MrPdVsu5ubg0NDc6fBQcHO+9L9xzfODMzm83m3IdycnJISkoCYPr06Tz88MM89dRTxMfH+6y+4uzMuq9+JSYmkpSURExMjLPsAw88wMaNG/vsd8L7+js2RkdHc8011xAXF8cXvvAFJkyYQHZ2tnOcdEVFhXye+UBnZyfvvvsu69evJy0tjdtuu401a9awc+dO5s+fz4wZM+QcxM/0l9natWvZu3evs4ycg/iX/jJbvXo1eXl5zizkHMS/DJRZQUEBlmWRnJzskXMQOaIOYv/+/fzsZz9j27Zt1NfXA3Dw4EFKS0vZsGEDOTk5vPXWW87yd9xxB1VVVWzYsIG2tjZAHRzDw8OdY3CFZ7mamWEYzqtk3Vc5c3JyuPjiiwH45z//6ewKIt1zPGs4mXXvV3PnzqWwsJA1a9bwu9/9jvPPP5/ly5fLB5iXDCczUF+ALFu2jM2bNzv3u8bGRpKTk52PF541nMxM06SqqoqJEyf2Of598sknJCYm0tTU5KuXMaacmVlQUBDr16/nvPPOA2DChAmcPn3aeSXllltukXMQH3Mls6qqKk6fPg3g7Mot5yC+M5zMurOQcxDfcjWzqqoq52eaJ85BpBE9gI8++ojzzjuPwsJCfvSjH3HfffdRUVHB3Llzee2115g7dy4PPPAAX/3qV52PycrK4otf/CK5ublcf/31FBUV8eqrr1JVVUVoaKgcCD1suJl1d8W3LIu2tjYSExNpbGzkmmuu4dJLL/XlSxkzhptZaGgoAPv27eMXv/gFy5cv59ChQ7z00kucOnWKmpoaX76cMWEkx8bU1FQuu+wyjh49yg033MC2bdu46667iImJcXZfFJ4z3MxsNhsTJ04kLS2NF154gfvuu48XXniBJ554gjlz5pCcnOzjVxT4zszs/vvvp76+nnvuuYe5c+c6r15OmzbNeT87O1vOQXxoOJl1f8nR3TtAzkF8YySZgWrEyTmIbwwns+6J4NLT01m/fr37z0Es0a+HHnrI+tznPmdZlmVVVVVZ9957r3XVVVf1KdPa2mqlpqZaP/nJT/r8vLi42LrwwgutxMREa/HixdbmzZu9Vu+xbCSZdXR0WJZlWadOnbIMw7AMw7A+//nPW3V1dd6t/Bg10v2srKzM2r9/f59y3VkKzxppZm1tbdaOHTus9evXWxdeeKF14403WvX19V6t+1g10swqKyutH/7wh9b8+fOt9PR06+abb7YaGxu9Wvex6szM/u3f/s35f8uyLNM0LcuyrHXr1lk//OEP+/y8uLjYuuCCC+QcxMtGkpnD4bAsS85BfGWk+1lpaamcg/jISDNrbW11+zmINKK7/O1vf7OuuOIK65e//KVVXl5uffvb37Yuvvhi5+9N07SmTJlivf76687/W5Zl/eUvf7FCQ0OtpqYmy7LUiaJlWVZTU5NVWlrqPEAK93NXZqZpWocOHbIeeOCBsw6Kwr3clZnsV97jrsy6TzAcDofV0NDg5Vcxtrgrs24nT560Tp486b0XMAYNNzOHw2F1dnZal156qbVhwwZnuWPHjlmWZVl1dXVyDuJh7sqstLTUqq6utu677z45B/Ewd2XWfTyUhrPnuSuz48ePW5alGtPuOgeRRrRlWT/4wQ+s6Oho6/bbb7eWLVtmzZkzx3rhhRespUuXWkePHnWWe+aZZ6xFixZZra2tlmX1nHhccMEF1uc//3nLsiyrs7PT+y9gDHJnZsI73JmZnBh6hxwb9SOZ6WekmVmWZWVmZlr79u2zDh48aE2fPt1avHixL17CmOOuzNLT061ly5b54iWMOe7cz5YsWeKLlzDm+HtmY74RXVNTY61cudL68MMPLcuyrMOHD1uLFy+2brnlFuu2226znnjiiT7lFy5caP3Xf/2XZVk930Dt2LHDCgkJsSoqKrxa97FKMtOPZKYfyUw/kpl+RpPZ/v37rbi4OGvlypWWzWaz7r//fm9Xf0ySzPQjmelHh8zG/MRiYWFhBAcHM27cOAAmTpzIzJkzWbhwIcnJyezevZv9+/c7yz/44IM8/fTTWJblnJhq6dKlVFdXM2nSJJ+8hrFGMtOPZKYfyUw/kpl+RpNZ90SLSUlJlJaW8uijj/rkNYw1kpl+JDP96JDZmG9E2+12HnzwQebOnYtlWcTGxnLy5Ensdjt33HEHQUFBPPHEE87yUVFRpKamUltb22c73SELz5PM9COZ6Ucy049kpp+RZJaSkkJzczPR0dHs2rWLl19+mYSEBB++irFFMtOPZKYfHTIb843o4OBgLr74YiIiIgC1YPf48eOJi4sjJSWFL3/5yxw8eJDrrruOzZs38+STT9Lc3ExkZKSPaz52SWb6kcz0I5npRzLTz0gya2lpISQkhISEBNLS0nz7AsYgyUw/kpl+dMhszDeiezMMg6CgIIqKirDb7QCsXr2aDRs2EBQUxDXXXEN7eztPP/00wcHBPq6tAMlMR5KZfiQz/Uhm+pHM9COZ6Ucy04+/ZhbktWfSxPHjx2loaOCzn/0sAA8//DBpaWls2LCB2tpaYmJifFtBcRbJTD+SmX4kM/1IZvqRzPQjmelHMtOPP2YmV6LP0NzcTHp6Oq+++irz5s3jscceIzExEUB2Kj8lmelHMtOPZKYfyUw/kpl+JDP9SGb68cvMPDLnt8Zee+01yzAMKyoqyvrpT3/q6+oIF0hm+pHM9COZ6Ucy049kph/JTD+SmX78MTPDsizLN813/3Tw4EHefvttvvGNbxAWFubr6ggXSGb6kcz0I5npRzLTj2SmH8lMP5KZfvwxM2lECyGEEEIIIYQQLpIx0UIIIYQQQgghhIukES2EEEIIIYQQQrhIGtFCCCGEEEIIIYSLpBEthBBCCCGEEEK4SBrRQgghhBBCCCGEi6QRLYQQQgghhBBCuEga0UIIIYSGnnvuOQzDwG63k5qayr//+7/T3t7u62oJIYQQAU8a0UIIIYSm5s2bR2lpKU8++SQvvvgiX/va11x63Nq1a3nuuec8WzkhhBAiQEkjWgghhNCU3W4nISGBK6+8kmeffZY//vGPVFdX+7paQgghRECTRrQQQggRAC644AIA9u7dy+bNm1m0aBEREREsW7aMvLw8AO6++24Mw2Djxo3ceuutGIbB3Xff7dxGTk4Oy5cvJzo6mquvvpq6ujqfvBYhhBDCn0kjWgghhAgAQUFBTJw4kfLycq699lquvvpqjh49yurVq7n//vsBePzxx6mpqeHcc8/lV7/6FTU1NTz++OMA1NbWsm7dOtatW8f+/fupr6/nvvvu8+VLEkIIIfxSkK8rIIQQQgj3MAwDy7LYs2cPsbGx7N+/n9raWg4dOgRAeHg44eHhBAUFERERQUxMjPOxf//73wkODuahhx7CMAzuv/9+brrpJh+9EiGEEMJ/SSNaCCGECAAOh4OqqioSExN5/PHHeeaZZ0hPTyclJQWHwzHk40+cOEFlZSWxsbEAmKZJQ0MDra2thIWFebr6QgghhDakES2EEEIEgI0bNwJQX1/P73//e/Lz84mPj+ftt99m165dfcrabDYsy+rzs+TkZJYsWcKf//xnACzLoq6ujuDgYO+8ACGEEEITMiZaCCGE0JTD4eDUqVO89dZb3HLLLXz1q1/FbrcDaozz5s2b+fa3v31Wg3n69Ol88MEHlJWV8f777+NwOLjssssoKSlhx44dhIeH88orr3DJJZec9VghhBBirJMr0UIIIYSmcnNzSUpKYurUqdx111088MADmKbJJZdcwuLFi5k2bRpf+cpXeOCBBzh16hQJCQkAfP/73+f6669n6tSppKamkp+fT0xMDG+88QZf//rXufXWW5k7dy5vvPEGQUFyqiCEEEL0ZljyFbMQQgghhBBCCOES6c4thBBCCCGEEEK4SBrRQgghhBBCCCGEi6QRLYQQQgghhBBCuEga0UIIIYQQQgghhIukES2EEEIIIYQQQrhIGtFCCCGEEEIIIYSLpBEthBBCCCGEEEK4SBrRQgghhBBCCCGEi6QRLYQQQgghhBBCuEga0UIIIYQQQgghhIv+P8pCwM4W1r4wAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import akshare as ak\n",
    "import matplotlib.pyplot as plt\n",
    "import pandas as pd\n",
    "\n",
    "\n",
    "# 提取2024年及以后的数据\n",
    "start_date = '2011-01-01'\n",
    "\n",
    "# 获取CPI数据\n",
    "macro_china_cpi_monthly_df = ak.macro_china_cpi_monthly()\n",
    "# 获取PPI数据\n",
    "macro_china_ppi_monthly_df = ak.macro_china_ppi_yearly()\n",
    "\n",
    "# 将日期列转换为日期时间类型\n",
    "macro_china_cpi_monthly_df['日期'] = pd.to_datetime(macro_china_cpi_monthly_df['日期'])\n",
    "macro_china_ppi_monthly_df['日期'] = pd.to_datetime(macro_china_ppi_monthly_df['日期'])\n",
    "\n",
    "cpi_data = macro_china_cpi_monthly_df[macro_china_cpi_monthly_df['日期'] >= start_date]\n",
    "ppi_data = macro_china_ppi_monthly_df[macro_china_ppi_monthly_df['日期'] >= start_date]\n",
    "\n",
    "# 使CPI和PPI数据的日期范围保持一致\n",
    "common_dates = set(cpi_data['日期']).intersection(set(ppi_data['日期']))\n",
    "cpi_data = cpi_data[cpi_data['日期'].isin(common_dates)]\n",
    "ppi_data = ppi_data[ppi_data['日期'].isin(common_dates)]\n",
    "\n",
    "# 计算每年的平均CPI值和平均PPI值\n",
    "cpi_data['年份'] = cpi_data['日期'].dt.year\n",
    "ppi_data['年份'] = ppi_data['日期'].dt.year\n",
    "cpi_data['每年平均CPI'] = cpi_data.groupby('年份')['今值'].transform('mean')\n",
    "ppi_data['每年平均PPI'] = ppi_data.groupby('年份')['今值'].transform('mean')\n",
    "print(cpi_data.tail(4))\n",
    "print(ppi_data.tail(4))\n",
    "\n",
    "x = cpi_data['日期']\n",
    "\n",
    "\n",
    "# 设置画布大小，这里可以根据需要调整宽和高的数值，例如(10, 6)表示宽为10，高为6的画布尺寸\n",
    "plt.figure(figsize=(10, 6))\n",
    "\n",
    "# 绘制对比曲线\n",
    "plt.plot(x, cpi_data['今值'], label='Monthly CPI')\n",
    "plt.plot(x, ppi_data['今值'], label='Monthly PPI')\n",
    "plt.plot(x, cpi_data['每年平均CPI'], label='Annual Average CPI', marker='', linestyle='--', alpha=0.5, color='green')\n",
    "plt.plot(x, ppi_data['每年平均PPI'], label='Annual Average PPI', marker='', linestyle='--', alpha=0.5, color='orange')\n",
    "\n",
    "# 获取绘图区域的坐标轴范围，用于后续延伸虚线到y轴（虽然目前部分相关代码已注释，但保留获取范围代码以防后续可能用到）\n",
    "ax = plt.gca()\n",
    "xmin, xmax = ax.get_xlim()\n",
    "ymin, ymax = ax.get_ylim()\n",
    "\n",
    "# 绘制每年平均CPI虚线延伸到y轴，并添加对应的值的标注（部分绘制虚线代码已按要求注释，仅保留添加标注代码）\n",
    "first_cpi_mean = cpi_data['每年平均CPI'].dropna().iloc[0]  # 获取第一个非空的平均CPI值\n",
    "# plt.plot([xmin, xmax], [first_cpi_mean, first_cpi_mean], label='Annual Average CPI', marker='', linestyle='--', alpha=0.5, color='green')\n",
    "plt.text(xmin - 0.05 * (xmax - xmin), first_cpi_mean, f'{first_cpi_mean:.2f}', va='center', ha='right', color='green')\n",
    "\n",
    "# 绘制每年平均PPI虚线延伸到y轴，并添加对应的值的标注（部分绘制虚线代码已按要求注释，仅保留添加标注代码）\n",
    "first_ppi_mean = ppi_data['每年平均PPI'].dropna().iloc[0]  # 获取第一个非空的平均PPI值\n",
    "# plt.plot([xmin, xmax], [first_ppi_mean, first_ppi_mean], label='Annual Average PPI', marker='', linestyle='--', alpha=0.5, color='orange')\n",
    "plt.text(xmin - 0.05 * (xmax - xmin), first_ppi_mean, f'{first_ppi_mean:.2f}', va='center', ha='right', color='orange')\n",
    "\n",
    "# 获取x轴的刻度位置\n",
    "xticks = ax.get_xticks()\n",
    "# 获取y轴的刻度位置\n",
    "yticks = ax.get_yticks()\n",
    "\n",
    "# 循环遍历每个刻度位置，绘制垂直于x轴的虚线\n",
    "for tick in xticks:\n",
    "    plt.axvline(x=tick, linestyle=':', color='gray', alpha=0.5)\n",
    "# 循环遍历每个刻度位置，绘制垂直于y轴的虚线\n",
    "for tick in yticks:\n",
    "    plt.axhline(y=tick, linestyle=':', color='gray', alpha=0.5)\n",
    "\n",
    "# 设置图表标题和坐标轴标签\n",
    "plt.title('CPI and PPI Comparison Curve')\n",
    "plt.xlabel('Date')\n",
    "plt.ylabel('Index Value')\n",
    "\n",
    "# 自动调整布局，避免标签等元素重叠\n",
    "plt.tight_layout()\n",
    "\n",
    "# 显示图例\n",
    "plt.legend()\n",
    "\n",
    "# 自动调整日期标签的显示格式和旋转角度，使其更清晰\n",
    "plt.gcf().autofmt_xdate()\n",
    "\n",
    "# 显示图表\n",
    "plt.show()"
   ]
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